From 242fa943140302fa3c8f8404ddb3707137e08efa Mon Sep 17 00:00:00 2001 From: Abhijai Srivastava Date: Thu, 3 Sep 2026 17:41:48 +0530 Subject: [PATCH 1/8] docs(cookbook): add the voice-agent instrument-and-verify recipe and its checker A voice call is selected by six conditions at once, and a span that misses any one of them is absent from the Voice tab while remaining a perfectly healthy trace. The text recipe cannot cover it: its gate set opens on "at least one LLM span", which a pulled provider call never has. New page, same contract as instrument-and-verify.mdx section for section, plus public/fi_verify_voice.py: twelve gates, a conversation-shaped preflight, and a capture that wraps the exporter rather than a span processor, because traceai-livekit rewrites attributes inside export(). --- public/fi_verify_voice.py | 305 ++++++++ .../call-detail.png | Bin 0 -> 460850 bytes .../instrument-and-verify-voice.mdx | 693 ++++++++++++++++++ 3 files changed, 998 insertions(+) create mode 100644 public/fi_verify_voice.py create mode 100644 public/images/docs/cookbook-instrument-and-verify-voice/call-detail.png create mode 100644 src/pages/docs/cookbook/quickstart/instrument-and-verify-voice.mdx diff --git a/public/fi_verify_voice.py b/public/fi_verify_voice.py new file mode 100644 index 00000000..603dd2a4 --- /dev/null +++ b/public/fi_verify_voice.py @@ -0,0 +1,305 @@ +"""fi_verify_voice - checks a Future AGI voice integration against what the collector really received. + + python fi_verify_voice.py preflight closes V1, before any code is touched + python fi_verify_voice.py check all twelve gates, after one real call + +A voice call is not a trace with audio in it. The product finds a call with six +predicates at once, and a span that misses any of them is invisible in the Voice +tab no matter how healthy it looks in Traces. These gates are those predicates +plus the attributes the call list, the filters and the voice evals read. + +Python 3.11+. Standard library only: nothing to install. +""" +import json, os, re, sys, time, urllib.error, urllib.request + +EP = os.getenv("FI_ENDPOINT", "https://api.futureagi.com/tracer/v1/traces") +SPANS = os.getenv("FI_VERIFY_FILE", ".fi_verify/voice_spans.jsonl") +DIR = os.path.dirname(SPANS) or "." + +# Two spellings are read for each: the Future AGI SDK writes the first, a plain +# OpenTelemetry setup writes the second. +KIND = ("gen_ai.span.kind", "fi.span.kind", "openinference.span.kind", "llm.request.type") +IN = ("input.value", "gen_ai.input.messages") +OUT = ("output.value", "gen_ai.output.messages") +MODEL = ("gen_ai.request.model", "gen_ai.response.model", "llm.model_name") +SESSION = ("session.id", "fi.session.id") +USER = ("user.id", "fi.user.id") + +# The voice keys. Every one of these is read by name on the server side, so a +# near miss is a silent blank column rather than an error. +DURATION = "call.duration" +TURNS = "call.total_turns" +TALK = "call.talk_ratio" +TRANSCRIPT = "conversation.transcript" # the one the eval resolver reads +RENDERED = "fi.conversation.transcript" # the one the call drawer renders +TRANSCRIPT_ROW = re.compile(r"^conversation\.transcript\.(\d+)\.message\.(role|content)$") +PROVIDER = ("gen_ai.system", "gen_ai.provider.name", "llm.system") +# Recording aliases the eval resolver will follow. Anything else is unreachable. +RECORDING = ("conversation.recording.stereo", "conversation.recording.mono.combined", + "conversation.recording.mono.customer", "conversation.recording.mono.assistant", + "gen_ai.voice.recording.stereo_url", "gen_ai.voice.recording.url", + "gen_ai.voice.recording.customer_url", "gen_ai.voice.recording.assistant_url", + "stereo_recording_url", "voice_recording_url", "recording_url") + + +def first(attrs, names): + for n in names: + if attrs.get(n) not in (None, "", [], {}): + return attrs[n] + return None + + +def num(v): + return isinstance(v, (int, float)) and not isinstance(v, bool) + + +def put(kind, ok, detail): + os.makedirs(DIR, exist_ok=True) + p = os.path.join(DIR, kind + ".json") + json.dump({"ok": bool(ok), "detail": detail, "at": int(time.time())}, open(p, "w"), default=str) + + +def get(kind): + try: + return json.load(open(os.path.join(DIR, kind + ".json"))) + except Exception: + return {"ok": False, "detail": "no " + kind + " receipt"} + + +def clip(raw): # a 404 answers with an HTML page; one line of it is plenty + t = " ".join(raw.decode("utf-8", "replace").split()) + return (t[:110] + "...") if len(t) > 110 else t + + +def send(key, secret, project, auth=True, slash=False): + """One conversation-shaped span. Not a generic ping: this is the exact shape the + Voice tab selects for, so a 200 here proves the voice path, not just the route.""" + now = int(time.time()) + attrs = [{"key": "fi.span.kind", "value": {"stringValue": "CONVERSATION"}}, + {"key": "call.duration", "value": {"doubleValue": 1.0}}] + span = {"traceId": "4bf92f3577b34da6a3ce929d0e0e4736", "spanId": "00f067aa0ba902b7", + "name": "futureagi.voice.preflight", "kind": 1, "attributes": attrs, + "startTimeUnixNano": str(now) + "000000000", + "endTimeUnixNano": str(now + 1) + "000000000"} + res = [{"key": "project_name", "value": {"stringValue": project}}, + {"key": "project_type", "value": {"stringValue": "observe"}}] + body = {"resourceSpans": [{"resource": {"attributes": res}, + "scopeSpans": [{"spans": [span]}]}]} + head = {"Content-Type": "application/json"} + if auth: + head["X-Api-Key"] = key + head["X-Secret-Key"] = secret + req = urllib.request.Request(EP + ("/" if slash else ""), + data=json.dumps(body).encode(), headers=head) + try: + r = urllib.request.urlopen(req, timeout=30) + return r.status, clip(r.read()) + except urllib.error.HTTPError as e: + return e.code, clip(e.read()) + except Exception as e: + return 0, type(e).__name__ + ": " + str(e) + + +def preflight(): + """One real send plus three broken controls. Writes the receipt check() reads as V1.""" + key, secret = os.getenv("FI_API_KEY"), os.getenv("FI_SECRET_KEY") + project = os.getenv("FI_PROJECT_NAME") or "preflight" + if not key or not secret: + put("preflight", False, "FI_API_KEY and FI_SECRET_KEY are not both set") + return False, ["FI_API_KEY and FI_SECRET_KEY are not both set."] + code, body = send(key, secret, project) + out = ["keys HTTP " + str(code) + " " + body] + if code != 200: + c, b = send(key, secret, project, auth=False) + out.append("no headers HTTP " + str(c) + " " + b) + out.append(WHY.get(code, "unexpected status; the body above is the collector's.")) + put("preflight", False, {"http": code, "body": body}) + return False, out + flip = "0000" if not key.endswith("0000") else "1111" # never hand back the real key + for label, k, kw in (("wrong key ", key[:-4] + flip, {}), + ("no headers ", key, {"auth": False}), + ("trailing slash", key, {"slash": True})): + c, b = send(k, secret, project, **kw) + out.append(label + " HTTP " + str(c) + " " + b) + if c == 200: + put("preflight", False, {"accepted_control": label.strip()}) + out.append("a deliberately broken send was accepted, so nothing here is proven.") + return False, out + out.append("accepted with the keys, refused every broken variant.") + out.append("one call named futureagi.voice.preflight is now in the project's Voice tab.") + put("preflight", True, {"http": 200, "project": project, "endpoint": EP}) + return True, out + + +WHY = {401: "the keys reached the collector and were refused: wrong keys, or keys from" + " another environment. The headerless send above answering 'missing" + " credentials' shows the headers do arrive, so this is the values, not a proxy.", + 400: "the keys are fine and the payload is not. The body names the field.", + 404: "wrong path. It ends /tracer/v1/traces, with no trailing slash.", + 0: "the endpoint was not reachable at all. Proxy, firewall or DNS."} + + +def attach(provider, path=None): + """Capture every span at the exporter, after export, and record what the collector said. + + Not a span processor. A voice instrumentor rewrites its attributes inside the + exporter (traceai-livekit sets span._attributes in export()), so a processor + tee captures the span BEFORE the rewrite and reports on something that was + never sent. Wrapping export and reading the spans back after the real call + returns is the only place the attributes are final. + + Call this AFTER enable_http_attribute_mapping(), which swaps the exporter + instance. Called before, it wraps the exporter that is about to be discarded. + """ + path = path or SPANS + os.makedirs(os.path.dirname(path) or ".", exist_ok=True) + open(path, "w").close() + active = getattr(provider, "_active_span_processor", None) + procs = list(getattr(active, "_span_processors", ())) or ([active] if active else []) + wrapped = [] + for proc in procs: + exp = getattr(proc, "span_exporter", None) or getattr(proc, "_exporter", None) + if exp is not None and not getattr(exp, "_fi_voice_wrapped", False): + _wrap(exp, path) + wrapped.append(type(exp).__name__) + put("capture", bool(wrapped), {"exporters": wrapped}) + return path + + +def _wrap(exporter, path): + real = exporter.export + tally = {"accepted": 0, "refused": 0, "spans": 0, "by": type(exporter).__name__} + + def export(spans): + result = real(spans) # the rewrite and the send both happen in here + ok = str(result).endswith("SUCCESS") + tally["accepted" if ok else "refused"] += 1 + tally["spans"] += len(spans) if ok else 0 + put("delivery", tally["accepted"] > 0 and tally["refused"] == 0, tally) + with open(path, "a") as fh: + fh.write("".join(json.dumps(_row(s), default=str) + "\n" for s in spans)) + return result + + exporter.export = export + exporter._fi_voice_wrapped = True + + +def _row(s): + c = s.get_span_context() + return {"name": s.name, "trace_id": format(c.trace_id, "032x"), + "span_id": format(c.span_id, "016x"), + "parent_id": format(s.parent.span_id, "016x") if s.parent else None, + "attrs": dict(s.attributes or {}), + "resource": dict(s.resource.attributes or {})} + + +def transcript_rows(attrs): + """The flattened transcript the call detail reads back, as {index: {role, content}}.""" + rows = {} + for k, v in attrs.items(): + m = TRANSCRIPT_ROW.match(k) + if m: + rows.setdefault(int(m.group(1)), {})[m.group(2)] = v + return rows + + +def check(path=None, require_user=True, require_recording=None): + """The twelve gates. Returns (green, rows). Green means all twelve, never eleven.""" + path = path or SPANS + if require_recording is None: + require_recording = os.getenv("FI_VOICE_NO_RECORDING", "") not in ("1", "true", "TRUE") + if not os.path.exists(path) or os.path.getsize(path) == 0: + return False, [("V0", False, "no spans captured, so the call never ran or attach() was not called")] + spans = [json.loads(l) for l in open(path) if l.strip()] + res = spans[0]["resource"] + ids = set(s["span_id"] for s in spans) + traces = set(s["trace_id"] for s in spans) + roots = [s for s in spans if not s["parent_id"]] + orphans = [s for s in spans if s["parent_id"] and s["parent_id"] not in ids] + convs = [s for s in spans if str(first(s["attrs"], KIND) or "").upper() == "CONVERSATION"] + parented = [s["name"] for s in convs if s["parent_id"]] + root = convs[0] if convs else {"attrs": {}, "name": None} + a = root["attrs"] + llm = [s for s in spans if str(first(s["attrs"], KIND) or "").upper() == "LLM"] + # Content and usage live on different LLM spans by design: a voice instrumentor + # emits an outer node carrying the prompt and the completion and an inner + # provider call carrying the tokens. So: a model on every one of them, and the + # conversation content on at least one. + withio = [s["name"] for s in llm if first(s["attrs"], IN) and first(s["attrs"], OUT)] + nomodel = [s["name"] for s in llm if not first(s["attrs"], MODEL)] + + rows_t = transcript_rows(a) + complete = [i for i, r in sorted(rows_t.items()) if r.get("role") and r.get("content")] + single = a.get(TRANSCRIPT) + rendered = a.get(RENDERED) + recs = {k: a[k] for k in RECORDING if a.get(k) not in (None, "", [], {})} + badrec = [k for k, v in recs.items() if not isinstance(v, str)] + + pre, deliver = get("preflight"), get("delivery") + keys = [v for k, v in os.environ.items() if len(v) > 15 + and any(t in k.upper() for t in ("KEY", "TOKEN", "SECRET", "PASSWORD"))] + leaked = sorted(set(s["name"] for s in spans + if any(x in json.dumps(s["attrs"], default=str) for x in keys))) + rows = [ + ("V1", pre["ok"] and deliver["ok"], + "preflight " + ok_or(pre) + ", delivery " + ok_or(deliver)), + ("V2", bool(res.get("project_name")), + "project_name=" + repr(res.get("project_name")) + + " project_type=" + repr(res.get("project_type"))), + ("V3", len(convs) == 1 and not parented, + "%d conversation span(s)%s" % (len(convs), + "" if not parented else ", and %s has a parent, so the Voice tab will not list it" + % parented[:1]) if convs else + "no conversation span: the call is in Traces and nowhere in the Voice tab"), + ("V4", len(roots) == 1 and len(traces) == 1 and not orphans, + "%d spans, %d trace(s), %d root(s), %d orphan(s)" + % (len(spans), len(traces), len(roots), len(orphans))), + ("V5", bool(first(a, SESSION)) and ((not require_user) or bool(first(a, USER))), + "session.id=%r user.id=%r on the conversation span" + % (first(a, SESSION), first(a, USER))), + ("V6", num(a.get(DURATION)), + "call.duration=%r" % (a.get(DURATION),) if DURATION in a + else "call.duration absent: the Duration column and the duration filter read nothing"), + ("V7", num(a.get(TURNS)) and num(a.get(TALK)), + "call.total_turns=%r call.talk_ratio=%r" % (a.get(TURNS), a.get(TALK))), + ("V8", len(complete) >= 2 and bool(single) and bool(rendered), + "%d turn(s) flattened; conversation.transcript %s; fi.conversation.transcript %s" + % (len(complete), "present" if single else "ABSENT, no voice eval can bind to it", + "present" if rendered else "ABSENT, the call drawer will show no transcript")), + ("V9", bool(first(a, PROVIDER)), + "provider=%r" % (first(a, PROVIDER),) if first(a, PROVIDER) + else "no gen_ai.system: the server parses the call as Vapi by default"), + ("V10", (bool(recs) and not badrec) or not require_recording, + ("no recording attribute, acknowledged: audio evals cannot bind to this call" + if not recs and not require_recording else + "recording on %s" % sorted(recs) if recs and not badrec else + "not a string URL: %s" % badrec if badrec else + "no recording attribute under any alias the eval resolver follows")), + ("V11", bool(llm) and bool(withio) and not nomodel, + "%d LLM span(s), model on every one, prompt and completion on %s" + % (len(llm), withio[:2]) if llm and withio and not nomodel else + "%d LLM span(s); prompt and completion on none of them; no model on %s" + % (len(llm), nomodel[:3])), + ("V12", not leaked, "no credential in any span attribute" if not leaked + else "CREDENTIAL ON SPAN " + str(leaked)), + ] + return all(ok for _, ok, _ in rows), rows + + +def ok_or(receipt): + return "ok" if receipt["ok"] else str(receipt["detail"])[:50] + + +if __name__ == "__main__": + if (sys.argv[1:2] or ["check"])[0] == "preflight": + good, said = preflight() + print("\n" + "\n".join(" " + l for l in said)) + print("\n " + ("PASS" if good else "FAIL") + " V1 keys, route and the voice shape") + sys.exit(0 if good else 1) + green, rows = check() + print() + for gid, ok, msg in rows: + print(" %s %-4s %s" % ("PASS" if ok else "FAIL", gid, msg)) + print("\n Future AGI sees this as a call\n GREEN LIGHT achieved" if green + else "\n NOT GREEN. 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file mode 100644 index 00000000..ed183660 --- /dev/null +++ b/src/pages/docs/cookbook/quickstart/instrument-and-verify-voice.mdx @@ -0,0 +1,693 @@ +--- +title: "Instrument and Verify a Voice Agent: Make Your Calls Appear, Then Prove It Worked" +slug: "instrument-and-verify-voice" +description: "Instrument a self-hosted voice agent so Future AGI reads it as a call, then run twelve machine-checked gates that either pass or name exactly which column will be blank." +date: "2026-09-03" +author: "futureagi-engineering" +products: + - "traceAI" +frameworks: + - "LiveKit Agents" + - "Pipecat" + - "OpenTelemetry" +difficulty: "intermediate" +time-to-complete: "25 minutes" +tags: + - "voice-agents" + - "agent-observability" + - "tracing" + - "livekit" +canonical: "https://docs.futureagi.com/docs/cookbook/quickstart/instrument-and-verify-voice" +page-type: "cookbook" +--- + + +A voice call is not a trace with audio in it. The Voice tab finds a call by six conditions at once, and a span that misses any one of them is invisible there no matter how healthy it looks in Traces. This guide instruments a self-hosted voice agent, then runs `fi_verify_voice.py`, which checks twelve gates against the spans your agent really sent and exits 0 or names the gate that failed. The worked example runs with one model key, no LiveKit account, no phone number and no microphone. + + +| Time | Difficulty | Package | +|------|-----------|---------| +| 25 min | Intermediate | `fi-instrumentation-otel` | + + +- Future AGI account → [app.futureagi.com](https://app.futureagi.com) +- API keys: `FI_API_KEY` and `FI_SECRET_KEY` (see [Get your API keys](/docs/admin-settings)) +- A voice agent you host yourself: LiveKit Agents, Pipecat, or your own STT plus LLM plus TTS loop. If your calls run on Vapi, Retell, ElevenLabs, Bland or Twilio, you write no code at all: see [If your calls come from a managed provider](#if-your-calls-come-from-a-managed-provider) +- Python 3.11+ to run `fi_verify_voice.py`. It imports nothing outside the standard library + + + +Handing this to a coding agent? Point it at this page and say: *follow this end to end to GREEN LIGHT, and tell me the one thing you need from me.* Step 1 downloads the checker, and Step 6 decides the result, so the agent never has to claim success on your behalf. + + +## Install + +Everything new lands in one directory. Your agent gains one import, one span opened in the right place, and one call as it ends. + +``` +your-repo/ +├── observability/ +│ ├── __init__.py # empty. Both listings import by package path +│ └── futureagi/ +│ ├── __init__.py # empty +│ ├── setup.py # provider, mapper, capture V2 +│ ├── fi_verify_voice.py # the checker, downloaded below all twelve +│ ├── voice_spans.py # every voice attribute key, once V6 V7 V8 V9 V10 +│ └── livekit_pii_alias.py # one shim, only on LiveKit V11 +├── agent.py # + the conversation span, opened early V3 V4 V5 +├── requirements.txt # + fi-instrumentation-otel +└── .gitignore # + .fi_verify/ +``` + +Every step below offers two tracks, the Future AGI SDK and plain OpenTelemetry. **Pick one and stay on it from here to the end.** The two tracks write files of the same name that are not interchangeable, so every listing names its own track on the first line. + + + + +```bash +# Future AGI SDK track +pip install fi-instrumentation-otel # not fi-instrumentation. Python 3.11+ +pip install traceai-livekit # or traceai-pipecat, for the framework you run +pip install "livekit-agents[openai]" # the framework itself. traceai-livekit does not + # depend on it, so nothing else pulls it in +``` + + + + +```bash +# OpenTelemetry track +pip install opentelemetry-sdk opentelemetry-exporter-otlp-proto-http +``` + + + + +Then the checker. One file, pure standard library, nothing to install, and Step 1 runs it. + +```bash +mkdir -p observability/futureagi +curl -fsSL https://docs.futureagi.com/fi_verify_voice.py -o observability/futureagi/fi_verify_voice.py +shasum -a 256 observability/futureagi/fi_verify_voice.py +# c586f4bc001b8d9b7ea27cedc893c111c32eda986cc137dda98f06b525c320b6 +``` + +```bash +export FI_API_KEY="your-api-key" +export FI_SECRET_KEY="your-secret-key" +export FI_PROJECT_NAME="my-voice-agent" +``` + + +Self-hosted? Both listings below reach `https://api.futureagi.com`. Point the SDK at your own deployment with `FI_BASE_URL`, the plain OpenTelemetry exporter with its own `endpoint=`, and the checker with `FI_ENDPOINT`, which is the full path including `/tracer/v1/traces`. + + +## What a verified integration means + +Voice has one failure the text integration does not, and it is the one that costs you the whole product surface. + +**Your call can be a perfect trace and still not be a call.** The Voice tab selects a span that is typed as a conversation, has no parent, sits in the project, is not deleted, and falls inside the window on both its event time and its arrival time. Miss the parent condition alone and the call is in Traces, correctly shaped, fully populated, and absent from the Voice tab, from every voice filter, and from every voice eval. Nothing errors, and no dashboard reads differently. + +Two more that look like nothing: + +- The Duration, Turns and Talk ratio columns read named attributes off that one span. Nothing derives them from the audio or from the child spans. Miss the name and the column is blank +- The transcript is read under three different keys by three different surfaces, and none of them falls back to another. Write two of the three and the call looks complete on one screen and empty on the next + +So the result is decided by a checker rather than by looking. Twelve gates, each tied to the step that closes it: + +| Gate | Holds when | Step | +|---|---|---| +| V1 | the keys and route are accepted, and the collector took a conversation-shaped span | 1 | +| V2 | `project_name` and `project_type` are on the resource | 2 | +| V3 | exactly one conversation span, and it has no parent | 3 | +| V4 | one call is one trace, one root, no orphans | 3 | +| V5 | `session.id` and `user.id` are on the conversation span | 4 | +| V6 | `call.duration` is a number | 5 | +| V7 | `call.total_turns` and `call.talk_ratio` are numbers | 5 | +| V8 | the transcript is present in all three shapes the product reads | 5 | +| V9 | the call names its voice provider | 5 | +| V10 | recording URLs are strings under an alias evals can resolve, or their absence is acknowledged | 5 | +| V11 | every LLM span carries a model, and at least one carries a prompt and a completion | 2 | +| V12 | no credential in any span attribute | 5 | + +Eleven gates read a local capture of your spans. V1 reads two receipts written during the run, because a capture says nothing about whether anything arrived. + + +`fi_verify_voice.attach()` captures at the **exporter**, after export, not with a span processor. A voice instrumentor rewrites its attributes inside the exporter: `traceai-livekit` sets `span._attributes` in `export()`. A processor tee runs before that and reports on attributes that were never sent, so it will show you a span kind of `None` on every LiveKit span and tell you nothing about the call. Do not substitute your own capture unless it reads the spans back after export. + + +## Tutorial + + + + + +Three values: `FI_API_KEY` and `FI_SECRET_KEY` from the console, and `FI_PROJECT_NAME`, the name this agent appears under. Tracing never needs your model provider key. + +```bash +python observability/futureagi/fi_verify_voice.py preflight +``` + +`preflight` sends one real span, then three deliberately broken variants. If any broken variant is accepted, nothing is proven and it fails. The span it sends is not a generic ping: it is conversation-shaped, so a `200` here proves the voice path and not just the route. + +| Answer | Means | +|---|---| +| `200` | keys, route and voice payload all valid. Go to Step 2 | +| `401 authentication failed` | the keys arrived and were refused: wrong keys, or keys from another environment | +| `401 missing credentials` | the `X-Api-Key` and `X-Secret-Key` headers never arrived: unset, or a proxy strips them | +| `400 no project_name` | keys fine, payload not. It belongs on the resource, not the span | +| `404` | wrong path. It ends `/tracer/v1/traces`, with no trailing slash | + +One call named `futureagi.voice.preflight` now sits in the project's Voice tab. That is the surface this guide is aiming at, and you reached it before writing a line of agent code. Delete it when you are done. + + + + + +Four calls, and the order is load bearing. `enable_http_attribute_mapping()` **replaces the exporter instance**, so anything that wraps an exporter has to come after it. + + + + +```python +# observability/futureagi/setup.py Future AGI SDK track +import os + +from fi_instrumentation import FITracer, register +from fi_instrumentation.fi_types import ProjectType +from traceai_livekit import enable_http_attribute_mapping + +from . import fi_verify_voice, livekit_pii_alias + +# Import once at process start, AFTER whatever loads your .env, and before any +# LiveKit import that builds a session. Imported earlier the keys are not there +# yet, and only V1 says so. +provider = register( + project_name=os.environ["FI_PROJECT_NAME"], + project_type=ProjectType.OBSERVE, + set_global_tracer_provider=True, # LiveKit's own spans need the global provider +) + +# 1. swap FI's exporter for the one that maps LiveKit attributes. +enable_http_attribute_mapping() + +# 2. put the conversation content back on the keys that mapper reads. +livekit_pii_alias.install(provider) + +# 3. capture what was really sent, at the exporter, after the mapping. +if os.getenv("FI_VERIFY", "1") == "1": + fi_verify_voice.attach(provider) + +# FITracer, not get_tracer(): a plain Tracer drops session.id and user.id, failing V5 +tracer = FITracer(provider.get_tracer("voice-agent")) +``` + +`register()` puts `project_name` and `project_type` on the resource for you, which is V2. + +Step 2 of that listing is the shim, and it exists for one reason. LiveKit Agents moved every attribute that carries conversation content behind a `pii` segment (`lk.pii.user_input`, `lk.pii.chat_ctx`, `lk.pii.response.text`), because that segment is the only marker its own collector honours when stripping user data. `traceai-livekit` still reads the unprefixed names, so on current LiveKit Agents it maps none of them: your LLM spans arrive with a model and a token count and no prompt and no completion, which is V11. The shim copies each prefixed key onto the name the mapper reads, at export time and before the mapper runs. + +```python +# observability/futureagi/livekit_pii_alias.py Future AGI SDK track +ALIAS = { + "lk.pii.user_input": "lk.user_input", + "lk.pii.chat_ctx": "lk.chat_ctx", + "lk.pii.response.text": "lk.response.text", + "lk.pii.response.function_calls": "lk.response.function_calls", + "lk.pii.function_tool.arguments": "lk.function_tool.arguments", + "lk.pii.function_tool.output": "lk.function_tool.output", + "lk.pii.input_text": "lk.input_text", + "lk.pii.instructions": "lk.instructions", + "lk.pii.room_name": "lk.room_name", + "lk.pii.user_transcript": "lk.user_transcript", + "lk.pii.participant_identity": "lk.participant_identity", +} + + +def install(provider): + """Wrap every exporter on the provider. Call after enable_http_attribute_mapping().""" + active = getattr(provider, "_active_span_processor", None) + procs = list(getattr(active, "_span_processors", ())) or ([active] if active else []) + for proc in procs: + exp = getattr(proc, "span_exporter", None) or getattr(proc, "_exporter", None) + if exp is None or getattr(exp, "_lk_pii_alias", False): + continue + real = exp.export + + def export(spans, _real=real): + for s in spans: + a = getattr(s, "_attributes", None) + if not a: + continue + add = {new: a[old] for old, new in ALIAS.items() if old in a and new not in a} + if add: + s._attributes = {**dict(a), **add} + return _real(spans) + + exp.export = export + exp._lk_pii_alias = True +``` + +It adds keys and never removes them, so a `traceai-livekit` that reads the prefixed names itself is unaffected, and that is when you delete the file. On Pipecat, skip it: that instrumentor writes its own attribute names and none of them are behind a `pii` segment. + + + + +```python +# observability/futureagi/setup.py OpenTelemetry track +import os, contextvars + +from opentelemetry import trace +from opentelemetry.sdk.resources import Resource +from opentelemetry.sdk.trace import TracerProvider, SpanProcessor +from opentelemetry.sdk.trace.export import BatchSpanProcessor +from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter + +from . import fi_verify_voice + +# Import this AFTER whatever loads your .env, or the keys are not there yet and only V1 says so. +# On the RESOURCE: without it the collector answers 400 and the client still looks healthy +resource = Resource.create({"project_name": os.environ["FI_PROJECT_NAME"], + "project_type": "observe"}) +provider = TracerProvider(resource=resource) +provider.add_span_processor(BatchSpanProcessor(OTLPSpanExporter( + endpoint="https://api.futureagi.com/tracer/v1/traces", + headers={"X-Api-Key": os.environ["FI_API_KEY"], + "X-Secret-Key": os.environ["FI_SECRET_KEY"]}))) + +# Step 4 sets this once at the edge; every span picks it up here, so no call site remembers it +_scope = contextvars.ContextVar("fi_scope", default={}) + + +class FiScope(SpanProcessor): # the base class no-ops the other three methods + def on_start(self, span, parent_context=None): + for k, v in _scope.get().items(): + span.set_attribute(k, v) + + +provider.add_span_processor(FiScope()) +trace.set_tracer_provider(provider) +tracer = trace.get_tracer("voice-agent") + +if os.getenv("FI_VERIFY", "1") == "1": + fi_verify_voice.attach(provider) +``` + +On this track you type the span kind yourself, with `fi.span.kind`. The collector reads that name, then `gen_ai.span.kind`, then `llm.request.type`, then `openinference.span.kind`, and the first non-empty one wins. Any of the four works; the value is upper or lower case, and anything the collector does not recognise lands as `unknown`. + +There is no mapper on this track and therefore no shim. Whatever your STT, LLM and TTS calls write is what arrives, so give the LLM span a model and a prompt and a completion yourself, which is V11. + + + + + + + + +This is the step that decides whether you have a product or a trace. Read it twice. + +The Voice tab selects a span typed as a conversation **with no parent**. Your voice framework opens its own root span the moment a session starts. So if you open the conversation span inside a session that is already running, the framework's span is the root, yours is a child, and nothing lists it. + + + + +```python +# agent.py Future AGI SDK track +from observability.futureagi.setup import provider, tracer # first import, before livekit +from fi_instrumentation import using_attributes +from livekit.agents import AgentSession + +session = AgentSession(stt=..., llm=..., tts=...) + +# The conversation span opens BEFORE session.start(). Opened after it, LiveKit's own +# agent_session span is already the root, this one becomes a child, and the Voice tab +# never lists the call. +with tracer.start_as_current_span("voice.call", fi_span_kind="conversation") as call: + await session.start(agent=Assistant()) + ... +``` + + + + +```python +# agent.py OpenTelemetry track +from observability.futureagi.setup import provider, tracer +from livekit.agents import AgentSession + +session = AgentSession(stt=..., llm=..., tts=...) + +with tracer.start_as_current_span("voice.call") as call: + call.set_attribute("fi.span.kind", "CONVERSATION") + await session.start(agent=Assistant()) + ... +``` + + + + +The failure is silent in both directions, which is why V3 exists. Here is the same agent run twice, changing only where that span opens: + +``` + span opened before session.start() conversation ROOT listed in the Voice tab + span opened after session.start() conversation child listed nowhere +``` + +Every other gate passes on both runs. `V3` is the only thing that tells them apart. + +On a telephony deployment the same rule reads: open the conversation span when the call is answered, close it when the call ends, and let the framework's session live inside it. + + + + + +`session.id` groups a caller's calls into a conversation you can read in order. `user.id` lets you read cost and quality per customer. Both are read off the conversation span, so set the scope **outside** it. + + + + +```python +# agent.py, around the span from Step 3 Future AGI SDK track +with using_attributes(session_id=session_id, user_id=caller_id, tags=["prod"]): + with tracer.start_as_current_span("voice.call", fi_span_kind="conversation") as call: + await session.start(agent=Assistant()) +``` + + + + +```python +# agent.py, around the span from Step 3 OpenTelemetry track +from observability.futureagi.setup import _scope + +_scope.set({"session.id": session_id, "user.id": caller_id}) +with tracer.start_as_current_span("voice.call") as call: + call.set_attribute("fi.span.kind", "CONVERSATION") + await session.start(agent=Assistant()) +``` + + + + + +Unlike the text integration, do not expect these to reach the child spans on the LiveKit track. Those spans come from LiveKit's own tracer, not from `FITracer`, so they never read the Future AGI scope. That is fine and V5 is written for it: the Voice tab reads the conversation span, and that is the span the scope has to reach. + + + + + + +Nothing on this list is derived. Every column, filter and voice eval reads a named attribute off the conversation span, and a name that is close is a blank column rather than an error. One module, so a name can be misspelled only once. + +```python +# observability/futureagi/voice_spans.py both tracks +import json, uuid + +DURATION = "call.duration" # seconds, number. Duration column, duration filter +TURNS = "call.total_turns" # number. Turns column, turn_count filter +TALK_RATIO = "call.talk_ratio" # 0..1, number. Talk ratio filter +STATUS = "call.status" # provider status string +PHONE = "call.participant_phone_number" +PROVIDER = "gen_ai.system" # which parser the server uses for this call +TRANSCRIPT = "conversation.transcript" # the whole thing, as JSON. What voice evals bind to +TRANSCRIPT_RENDERED = "fi.conversation.transcript" # the same list. What the call drawer renders +RECORDING_MONO = "conversation.recording.mono.combined" +RECORDING_STEREO = "conversation.recording.stereo" + +AGENT_ROLES = ("assistant", "agent", "bot") +CALLER_ROLES = ("user", "customer", "caller") + + +def _rows(turns): + """turns is [(role, text), ...] in order, or [(role, text, start, duration), ...] + where start is seconds from the beginning of the call and duration is how long + that utterance took to speak.""" + return [tuple(t) + (None,) * (4 - len(t)) for t in turns] + + +def write_transcript(span, turns): + """THREE keys, because three surfaces read it and none of them falls back to + another. Write two of the three and the call looks complete on one screen and + empty on the next. + + fi.conversation.transcript the call drawer renders this one, and + only this one, on a self-hosted agent + conversation.transcript what the eval variable picker resolves + conversation.transcript.N.message.* what the error feed and the I/O panels walk + + The per-turn start and duration are what the Call Analytics strip computes + Duration, Latency, User / AI and Silence from. Leave them out and those four + cards read blank while Turns and Words are still right. + """ + turns = _rows(turns) + span.set_attribute(TRANSCRIPT_RENDERED, json.dumps( + [{"id": str(uuid.uuid4()), "role": r, "content": c, + "time": None if s is None else str(s), "duration": d} + for r, c, s, d in turns])) + span.set_attribute(TRANSCRIPT, json.dumps( + [{"role": r, "content": c} for r, c, _, _ in turns])) + for i, (role, text, _, _) in enumerate(turns): + span.set_attribute("conversation.transcript.%d.message.role" % i, role) + span.set_attribute("conversation.transcript.%d.message.content" % i, text) + + +def talk_ratio(turns): + """Agent share of the words spoken. In an audio deployment use talk TIME.""" + turns = _rows(turns) + agent = sum(len(c.split()) for r, c, _, _ in turns if r in AGENT_ROLES) + total = sum(len(c.split()) for _, c, _, _ in turns) or 1 + return round(agent / total, 3) + + +def finish(span, *, turns, duration, provider, status="completed", + phone=None, recording=None, stereo=None): + """Close the conversation span with everything the Voice tab reads.""" + rows = _rows(turns) + write_transcript(span, rows) + span.set_attribute(TURNS, len(rows)) + span.set_attribute(DURATION, round(duration, 3)) + span.set_attribute(TALK_RATIO, talk_ratio(rows)) + span.set_attribute(PROVIDER, provider) + span.set_attribute(STATUS, status) + if phone: + span.set_attribute(PHONE, phone) + if recording: + span.set_attribute(RECORDING_MONO, recording) + if stereo: + span.set_attribute(RECORDING_STEREO, stereo) + span.set_attribute("input.value", + next((c for r, c, _, _ in rows if r in CALLER_ROLES), "")) + span.set_attribute("output.value", + next((c for r, c, _, _ in reversed(rows) if r in AGENT_ROLES), "")) +``` + +Four things worth knowing before you copy it: + +**The transcript really is written three times.** `fi.conversation.transcript` is the one the call detail drawer renders, and on a self-hosted agent it is the only one it reads: the drawer's normal source is the provider's own call log, which does not exist here. `conversation.transcript` is what the eval variable picker resolves. The flattened `conversation.transcript.0.message.role`, `.content`, `.1.` and so on is what the error feed and the trace I/O panels walk. Write two of the three and one of those surfaces is silently empty. + +Written correctly, the call's own detail comes back with `transcript_available: true` and every turn. Written with the first key missing, the same call comes back with no transcript at all and every other field intact. + +**`gen_ai.system` decides which parser runs server side.** Leave it off and the call is parsed as Vapi by default. Set it to the platform that produced the call: `livekit`, `pipecat`, or the managed provider's name. + +**Recording URLs have to be strings, under an alias evals can resolve.** Those are `conversation.recording.stereo`, `conversation.recording.mono.combined`, `conversation.recording.mono.customer`, `conversation.recording.mono.assistant`, and the `gen_ai.voice.recording.*` equivalents. A URL under any other key renders nowhere and binds to nothing. If your deployment keeps no recording, say so with `FI_VOICE_NO_RECORDING=1` and V10 passes as acknowledged rather than silently. + +**The trace list's Cost column will not read a voice cost key.** Pricing reads `gen_ai.cost.total` or `llm.cost.total` only. If you want per-call cost in that column, roll your own total onto the conversation span under one of those two names. + + + + + +```bash +export FI_VERIFY=1 +export FI_VOICE_NO_RECORDING=1 # only if your deployment keeps no recording, per Step 5 + +python observability/futureagi/fi_verify_voice.py preflight +python agent.py "How much baggage can I bring?" +python observability/futureagi/fi_verify_voice.py check +``` + +`check` reads the capture and the two receipts and exits 0 only if all twelve hold. Nine and eleven both mean not integrated. + + + + + +## The same six steps, run end to end + +Everything above was run against LiveKit Agents 1.7.1 with `traceai-livekit` 0.1.1, on a project created for this page. The whole run needs one model key. No LiveKit account, no room, no phone number, no microphone, and no telephony spend, because `AgentSession.run()` is LiveKit's own harness: it drives a real session with a real STT, a real LLM and a real turn, and `session.start()` takes no room. + +```bash +pip install "livekit-agents[openai]" fi-instrumentation-otel traceai-livekit +``` + +```python +# agent.py +"""One call, one conversation span, no room and no phone number. + +AgentSession.run() is LiveKit's own harness: it drives a real session with no +room, no LiveKit account and no telephony, so this file is the whole worked +example and anyone can run it. +""" +import asyncio, os, sys, time, uuid + +from observability.futureagi.setup import provider, tracer # first import, before livekit +from observability.futureagi import voice_spans + +from fi_instrumentation import using_attributes +from livekit.agents import Agent, AgentSession +from livekit.plugins import openai + + +class Assistant(Agent): + def __init__(self): + super().__init__(instructions=( + "You are a voice assistant for an airline. Answer in one short spoken " + "sentence, and never read out a list.")) + + +async def main(): + # A call is a conversation, so the example is two exchanges, not one. Anything + # you pass on the command line replaces them. + asks = sys.argv[1:] or ["How much baggage can I bring?", + "And is a stroller counted separately?"] + session_id = "call_" + uuid.uuid4().hex[:12] + user_id = os.getenv("CALLER_ID", "acct_10427") + + base = os.getenv("OPENAI_BASE_URL", "https://api.groq.com/openai/v1") + key = os.environ["LLM_API_KEY"] + session = AgentSession( + stt=openai.STT(model="whisper-large-v3-turbo", base_url=base, api_key=key), + llm=openai.LLM(model=os.getenv("AGENT_MODEL", "openai/gpt-oss-120b"), + base_url=base, api_key=key), + ) + + started = time.monotonic() + # The conversation span opens BEFORE session.start(). Opened after it, LiveKit's + # own agent_session span is already the root, this one becomes a child, and the + # Voice tab never lists the call: it selects a conversation span with no parent. + with using_attributes(session_id=session_id, user_id=user_id, tags=["prod"]): + with tracer.start_as_current_span("voice.call", fi_span_kind="conversation") as call: + await session.start(agent=Assistant()) + for ask in asks: + await session.run(user_input=ask, input_modality="text") + turns = [(m.role, m.text_content) for m in session.history.items + if getattr(m, "role", None) in ("user", "assistant") + and getattr(m, "text_content", None)] + voice_spans.finish(call, turns=turns, + duration=time.monotonic() - started, + provider="livekit") + await session.aclose() + + provider.force_flush() + for role, text in turns: + print(" %-9s %s" % (role, text[:100])) + print("\n session.id = " + session_id) + + +if __name__ == "__main__": + asyncio.run(main()) +``` + +`input_modality="text"` drives the turn through the LLM without synthesizing audio, which is what makes this runnable anywhere. Everything the gates check is identical on an audio session; only the transcript source changes, from `session.history` to whatever your STT emits. + +### What that produced + +``` + PASS V1 preflight ok, delivery ok + PASS V2 project_name='voice-cookbook-page-run' project_type='observe' + PASS V3 1 conversation span(s) + PASS V4 16 spans, 1 trace(s), 1 root(s), 0 orphan(s) + PASS V5 session.id='call_355937e9c818' user.id='acct_10427' on the conversation span + PASS V6 call.duration=1.119 + PASS V7 call.total_turns=4 call.talk_ratio=0.727 + PASS V8 4 turn(s) flattened; conversation.transcript present; fi.conversation.transcript present + PASS V9 provider='livekit' + PASS V10 no recording attribute, acknowledged: audio evals cannot bind to this call + PASS V11 4 LLM span(s), model on every one, prompt and completion on ['llm_node', 'llm_node'] + PASS V12 no credential in any span attribute + + Future AGI sees this as a call + GREEN LIGHT achieved +``` + +The call arrives with sixteen spans: the conversation span you wrote, and fifteen from LiveKit around it. `llm_node` and `llm_request` are the model call, `agent_turn` is one exchange, and the rest are session lifecycle. + +The Future AGI voice call detail for the run above: the Voice tab, the transcript with all four turns, and the Call Analytics strip showing 4 turns and 51 words +*The call this page just produced. The transcript, the turn count and the word count are read straight off the attributes Step 5 wrote.* + +Duration, Latency, User / AI and Silence read blank on purpose. Those four are computed from the **per-turn** `time` and `duration` on each transcript entry, which a text-mode run genuinely does not have. In an audio deployment, pass your STT's utterance start and your TTS playback length as the third and fourth items of each turn, and they fill in. + +Read back through the product's own endpoint, the same call comes out as a call rather than a trace: + +``` + transcript_available = True message_count = 4 turn_count = 4 talk_ratio = 0.727 + user How much baggage can I bring? + assistant You may bring one checked bag up to 23 kg and one carry-on bag up ... + user And is a stroller counted separately? + assistant Yes, strollers are considered a free-of-charge personal item and do ... +``` + +Every one of those fields is an attribute Step 5 wrote by name. Drop `fi.conversation.transcript` alone and the same call comes back with `transcript_available: None` and an empty transcript, with every other field unchanged. + +Then move the conversation span two lines down, so it opens after `session.start()`, and run the identical agent again: + +``` + FAIL V3 1 conversation span(s), and ['voice.call'] has a parent, so the Voice tab will not list it +``` + +Eleven of twelve gates still pass. The trace is well formed, the transcript is complete, the duration is right, and the call cannot be found in the product. That is the whole reason this page has a checker. + +### The evals bound to it + +Each of these binds only to an attribute the run above already carries. + +| Eval | Scope | Bound to | +|---|---|---| +| Conversation Coherence | Traces | `conversation.transcript` on the conversation span | +| Task Completion | Traces | `input.value` and `output.value` on the conversation span | +| Instruction Adherence | Traces | `input.value` and `output.value` against the agent's instructions | +| Detect Hallucination | Traces | `input.value` and `output.value` | +| PII Detection | Spans | `output.value`, which V11 already proved is on an LLM span | + +Audio evals are the one family that will not bind to this run, because it produced no recording. That is exactly what V10 reports when you acknowledge it, and it is a real limit rather than a checker being lenient. + +## If your calls come from a managed provider + +If your calls run on **Vapi, Retell, ElevenLabs, Bland or Twilio**, none of the six steps apply, because there is no code of yours in the path. You connect the provider once and Future AGI pulls each call and writes the conversation span for you, already typed, already parented at the root, already carrying the transcript, the recording URLs, the duration and the cost from the provider's own payload. + +Which means V2 through V12 are satisfied on arrival, and the only thing worth verifying is that calls are arriving at all. Run `preflight` to prove the project and the keys, then check the Voice tab after a real call completes. Some providers emit their call log at the end of the call rather than during it, so a call can arrive minutes after it happened. + +The two tracks are not exclusive. A managed provider handles the telephony while your own tools and model calls run in your process, and instrumenting those with the six steps above gives you the child spans the provider's payload cannot see. + +## If your agent is not Python + +The listings translate line for line, and everything reaches the same endpoint over plain OpenTelemetry. Carry across: + +- Both headers, `X-Api-Key` and `X-Secret-Key`, on `https://api.futureagi.com/tracer/v1/traces` +- `project_name` and `project_type` on the **resource**, not the span +- One conversation-typed span per call, with no parent, opened before the session starts +- The Step 5 attribute keys, byte for byte + +**The checker still runs.** `preflight` and `check` are plain Python with no dependency at all, so they work next to an agent in any language. Only `fi_verify_voice.attach()` is Python-bound. Without it, write the capture yourself: one JSON object per line in `.fi_verify/voice_spans.jsonl`, each with `name`, `trace_id`, `span_id`, `parent_id` (null on the root), `attrs`, and `resource`. + + +On TypeScript, do not go through the `FISpanKind` enum for this one: releases before the `CONVERSATION` member shipped will not give you the value, and a call typed anything else is not a call. Set the attribute directly and it works on every version: `span.setAttribute("fi.span.kind", "CONVERSATION")` on a root span, with the Step 5 keys alongside it. The collector reads the attribute, not the enum. + + +## Troubleshooting + +| Symptom | Cause | Fix | +|---|---|---| +| The call is in Traces and absent from the Voice tab | The conversation span has a parent, so the Voice tab's selection skips it | Open it before `session.start()`, as Step 3 does. V3 is the gate | +| `check` reports `no spans captured` | `attach()` was never called, or `FI_VERIFY` is not `1` | Export `FI_VERIFY=1`, re-run the agent, then re-run `check` | +| Every LiveKit span shows a span kind of `None` in your own capture | You captured with a span processor. `traceai-livekit` rewrites attributes inside the exporter, after that | Use `fi_verify_voice.attach()`, which wraps the exporter and reads the spans back after export | +| V11 fails: LLM spans have a model and no prompt or completion | `traceai-livekit` reads `lk.chat_ctx` and `lk.response.text`; LiveKit Agents now writes `lk.pii.chat_ctx` and `lk.pii.response.text` | Install `livekit_pii_alias` from Step 2. Delete it once `traceai-livekit` reads the prefixed names | +| The Duration, Turns or Talk ratio column is blank | Those columns read `call.duration`, `call.total_turns`, `call.talk_ratio` by name off the conversation span. Nothing derives them | Write them in `finish()`, as Step 5 does. V6 and V7 are the gates | +| The call detail shows no transcript at all | `fi.conversation.transcript` is missing. It is the only transcript key the drawer reads on a self-hosted agent | Write all three keys, as `write_transcript` does. V8 is the gate | +| The call detail shows the transcript and no voice eval binds to it | The single `conversation.transcript` key was not written | Write all three keys. V8 is the gate | +| Duration reads a whole second lower than the call really was | The detail truncates `call.duration` to whole seconds | Expected. A 42.7 second call reads 42 | +| The Call Analytics strip shows Turns and Words but Duration, Latency, User / AI and Silence are blank | Those four are computed from the per-turn `time` and `duration` on each transcript entry, not from `call.duration` | Pass a start and a length per turn: `("user", text, 0.0, 1.4)`. `write_transcript` takes either shape | +| The Cost column is empty on a call that has a cost | Pricing reads `gen_ai.cost.total` and `llm.cost.total` only, and no voice cost key | Roll your call's total onto the conversation span under one of those two names | +| The call is parsed as a Vapi call and its fields look wrong | `gen_ai.system` is absent, and Vapi is the default parser | Set `gen_ai.system` in `finish()`, as Step 5 does. V9 is the gate | +| Spans stop arriving as soon as the mapper is enabled | Something wrapped the exporter before `enable_http_attribute_mapping()` replaced it | Call the mapper first, then anything that wraps an exporter, in the Step 2 order | + +Instrument the model calls inside the call with [Instrument and Verify](/docs/cookbook/quickstart/instrument-and-verify), and keep one call across a service boundary with [Distributed Tracing](/docs/cookbook/quickstart/distributed-tracing). From e5d4a58c6f480b7ac02d91371fa9c760ae099e05 Mon Sep 17 00:00:00 2001 From: Abhijai Srivastava Date: Thu, 3 Sep 2026 17:41:48 +0530 Subject: [PATCH 2/8] docs(integrations): type the LiveKit session span as a conversation Both listings taught fi_span_kind="agent". The Voice tab lists a conversation-typed span with no parent, so the page's own example produced a call that appears in Traces and in no voice surface at all. --- .../docs/integrations/traceai/livekit.mdx | 23 +++++++++++++++---- 1 file changed, 18 insertions(+), 5 deletions(-) diff --git a/src/pages/docs/integrations/traceai/livekit.mdx b/src/pages/docs/integrations/traceai/livekit.mdx index caf9de3b..e12d3cd9 100644 --- a/src/pages/docs/integrations/traceai/livekit.mdx +++ b/src/pages/docs/integrations/traceai/livekit.mdx @@ -111,8 +111,10 @@ async def entrypoint(ctx: JobContext): tracer = FITracer(provider.get_tracer(__name__)) # Use context manager for parent span instead of decorator - # This ensures the span starts when this process is actually running - with tracer.start_as_current_span("LiveKit Agent Session", fi_span_kind="agent") as parent_span: + # This ensures the span starts when this process is actually running. + # "conversation", not "agent": the Voice tab lists a conversation-typed span with + # no parent, and this span is opened before session.start() so it is that root. + with tracer.start_as_current_span("LiveKit Agent Session", fi_span_kind="conversation") as parent_span: parent_span.set_input(f"Room: {ctx.room.name}") # Modern AgentSession setup @@ -211,8 +213,10 @@ async def entrypoint(ctx: JobContext): tracer = FITracer(provider.get_tracer(__name__)) # Use context manager for parent span instead of decorator - # This ensures the span starts when this process is actually running - with tracer.start_as_current_span("LiveKit Agent Session", fi_span_kind="agent") as parent_span: + # This ensures the span starts when this process is actually running. + # "conversation", not "agent": the Voice tab lists a conversation-typed span with + # no parent, and this span is opened before session.start() so it is that root. + with tracer.start_as_current_span("LiveKit Agent Session", fi_span_kind="conversation") as parent_span: parent_span.set_input(f"Room: {ctx.room.name}") # Modern AgentSession setup @@ -236,4 +240,13 @@ async def entrypoint(ctx: JobContext): if __name__ == "__main__": cli.run_app(server) -``` \ No newline at end of file +``` +--- + +## Make the run appear in the Voice tab + +The span kind above is what puts the call in the Voice tab: it lists a conversation-typed span with no parent, and this one is opened before `session.start()`, so it is the root. Typed anything else, or opened inside a running session, the call is correct in Traces and absent from every voice surface. + +That span is also where the Duration, Turns, Talk ratio and transcript columns are read from, by name. The instrumentor does not write any of them. + +[Instrument and Verify a Voice Agent](/docs/cookbook/quickstart/instrument-and-verify-voice) is the full path, with a checker that runs twelve gates against the spans your agent really sent. From 55c2cf6b2ca8a4d043b4ce7db8447fcdee67d1d8 Mon Sep 17 00:00:00 2001 From: Abhijai Srivastava Date: Thu, 3 Sep 2026 17:49:02 +0530 Subject: [PATCH 3/8] docs(observe): name every voice provider the product accepts, and wire up the sidebar The page listed Vapi and Retell. The product also pulls ElevenLabs, Bland.ai and Twilio, each with its own parser, and the page itself was unreachable from the sidebar. Adds both sidebar entries: this page under Observability > Guides, and the new voice recipe beside Instrument and Verify. --- src/lib/navigation.ts | 2 ++ src/pages/docs/observe/features/voice.mdx | 27 ++++++++++++++++++----- 2 files changed, 23 insertions(+), 6 deletions(-) diff --git a/src/lib/navigation.ts b/src/lib/navigation.ts index 84d1689d..8e92e829 100644 --- a/src/lib/navigation.ts +++ b/src/lib/navigation.ts @@ -632,6 +632,7 @@ export const tabNavigation: NavTab[] = [ }, { title: 'Setup alerts', href: '/docs/observe/guides/setup-alerts' }, { title: 'Setup evals', href: '/docs/observe/guides/setup-evals' }, + { title: 'Connect a voice provider', href: '/docs/observe/features/voice' }, ] }, { @@ -1106,6 +1107,7 @@ export const tabNavigation: NavTab[] = [ collapsible: true, items: [ { title: 'Instrument and Verify', href: '/docs/cookbook/quickstart/instrument-and-verify' }, + { title: 'Instrument and Verify a Voice Agent', href: '/docs/cookbook/quickstart/instrument-and-verify-voice' }, { title: 'Manual Tracing', href: '/docs/cookbook/quickstart/manual-tracing' }, { title: 'Distributed Tracing', href: '/docs/cookbook/quickstart/distributed-tracing' }, { title: 'Inline Evals in Tracing', href: '/docs/cookbook/quickstart/inline-evals-tracing' }, diff --git a/src/pages/docs/observe/features/voice.mdx b/src/pages/docs/observe/features/voice.mdx index a21b08d5..4140de0c 100644 --- a/src/pages/docs/observe/features/voice.mdx +++ b/src/pages/docs/observe/features/voice.mdx @@ -1,12 +1,12 @@ --- title: "Voice Observability: Call Logs as Traces in Observe" -description: "Connect a voice provider like Vapi or Retell and get call logs as traces in Observe without any SDK instrumentation or code changes." +description: "Connect Vapi, Retell, ElevenLabs, Bland.ai or Twilio and get call logs as traces in Observe with no SDK instrumentation, or instrument a self-hosted agent yourself." --- ## About -Voice agents are hard to debug. Conversations happen in real time, across multiple turns, and when something goes wrong you usually find out from a user complaint, not a log. **Voice observability** fixes this by pulling call logs from your voice provider into Observe automatically. No SDK or code changes needed. Connect a provider (Vapi, or Retell) using its API key and assistant ID, and every call shows up as a trace with its transcript, recording URLs, cost, and duration. From there you can run [evaluations](/docs/observe/features/evals), set [alerts](/docs/observe/features/alerts), search, filter, and export, the same way you would with any other trace. +Voice agents are hard to debug. Conversations happen in real time, across multiple turns, and when something goes wrong you usually find out from a user complaint, not a log. **Voice observability** fixes this by pulling call logs from your voice provider into Observe automatically. No SDK or code changes needed. Connect a provider (Vapi, Retell, ElevenLabs, Bland.ai or Twilio) using its API key and assistant ID, and every call shows up as a trace with its transcript, recording URLs, cost, and duration. From there you can run [evaluations](/docs/observe/features/evals), set [alerts](/docs/observe/features/alerts), search, filter, and export, the same way you would with any other trace.