From 720e007867e8ff8aff90935939d91e000d3f5936 Mon Sep 17 00:00:00 2001 From: Ravi Date: Sat, 3 Oct 2026 01:06:05 +0530 Subject: [PATCH 1/2] docs: add ecosystem section and roadmap link to README (#313) Co-Authored-By: Claude Opus 5.5 --- README.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/README.md b/README.md index a51dae8..4e2b327 100644 --- a/README.md +++ b/README.md @@ -501,6 +501,19 @@ db.graph_delete_edge("acme", "competes_with", "globex", namespace="kb", bidirect db.graph_delete_node("globex", namespace="kb") ``` +## Ecosystem + +dynavec is growing from a vector database into a full agent stack that runs **inside your own cloud account** — four pillars, one library, one install: + +| Pillar | Tagline | What it does | Status | +|--------|---------|--------------|--------| +| **dynavec** | *Remember* | Serverless hybrid vector DB: S3 Vectors ANN + DynamoDB documents, caching, GraphRAG, hybrid retrieval | ✅ Available | +| **dynaflow** | *Build & run* | Graph/state agent orchestration engine + visual ReactFlow builder | 🛠️ Planned — [#273](https://github.com/codeforstartups/dynavec/issues/273) | +| **dynalogs** | *Observe* | In-account traces, structured logs, run history, metrics dashboard | 🌱 Seed exists ([dashboard](#observability-dashboard)) — [#274](https://github.com/codeforstartups/dynavec/issues/274) | +| **dynaevals** | *Measure & improve* | Retrieval + RAG metrics, datasets, regression runs, CI gating | 🌱 Metrics landed — [#275](https://github.com/codeforstartups/dynavec/issues/275) | + +**Roadmap:** the ecosystem plan is tracked in [#276](https://github.com/codeforstartups/dynavec/issues/276) and the pillar epics above. It is a living plan — a proposed order, not a commitment. Contributions welcome: pick an unassigned issue and see [CONTRIBUTING.md](CONTRIBUTING.md). + ## Status **v0.7.0 (current)** — adds a **native async client** (`AsyncDynavec`), a **BM25 lexical retriever + dense hybrid fusion** (`hybrid_search`), **per-document TTL** with automatic provisioning, a **Semantic Kernel** connector, concurrent **`search_many()`**, **optimistic concurrency** on `update()`, **weighted graph edges**, **client-side rate limiting**, and parallelized `put_vectors` ingest — plus a graph metadata-preservation fix — on top of the v0.6 feature set and the v0.1 hybrid core. From bcb5e37069d28514afd331d3f1007fcd75662bae Mon Sep 17 00:00:00 2001 From: Ravi Date: Sat, 3 Oct 2026 01:21:28 +0530 Subject: [PATCH 2/2] docs: simplify wording of README ecosystem section (#313) Co-Authored-By: Claude Opus 5.5 --- README.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 4e2b327..474d0b4 100644 --- a/README.md +++ b/README.md @@ -503,16 +503,16 @@ db.graph_delete_node("globex", namespace="kb") ## Ecosystem -dynavec is growing from a vector database into a full agent stack that runs **inside your own cloud account** — four pillars, one library, one install: +dynavec started as a vector database, and it's growing into a full agent stack that runs inside your own cloud account. The plan has four parts: -| Pillar | Tagline | What it does | Status | -|--------|---------|--------------|--------| -| **dynavec** | *Remember* | Serverless hybrid vector DB: S3 Vectors ANN + DynamoDB documents, caching, GraphRAG, hybrid retrieval | ✅ Available | -| **dynaflow** | *Build & run* | Graph/state agent orchestration engine + visual ReactFlow builder | 🛠️ Planned — [#273](https://github.com/codeforstartups/dynavec/issues/273) | -| **dynalogs** | *Observe* | In-account traces, structured logs, run history, metrics dashboard | 🌱 Seed exists ([dashboard](#observability-dashboard)) — [#274](https://github.com/codeforstartups/dynavec/issues/274) | -| **dynaevals** | *Measure & improve* | Retrieval + RAG metrics, datasets, regression runs, CI gating | 🌱 Metrics landed — [#275](https://github.com/codeforstartups/dynavec/issues/275) | +| Project | Tagline | What it covers | Status | +|---------|---------|----------------|--------| +| dynavec | Remember | The vector database: S3 Vectors for search, DynamoDB for documents, plus caching, GraphRAG and hybrid retrieval | Available | +| dynaflow | Build & run | An orchestration engine for agents, with a visual builder | Planned ([#273](https://github.com/codeforstartups/dynavec/issues/273)) | +| dynalogs | Observe | Traces, logs, run history and metrics, kept in your own account | Early version: the [observability dashboard](#observability-dashboard) ([#274](https://github.com/codeforstartups/dynavec/issues/274)) | +| dynaevals | Measure & improve | Retrieval and RAG metrics, test datasets and CI checks | Retrieval metrics available ([#275](https://github.com/codeforstartups/dynavec/issues/275)) | -**Roadmap:** the ecosystem plan is tracked in [#276](https://github.com/codeforstartups/dynavec/issues/276) and the pillar epics above. It is a living plan — a proposed order, not a commitment. Contributions welcome: pick an unassigned issue and see [CONTRIBUTING.md](CONTRIBUTING.md). +The roadmap is tracked in [#276](https://github.com/codeforstartups/dynavec/issues/276). It's a proposed order rather than a fixed schedule, and help is welcome on any of the linked issues. See [CONTRIBUTING.md](CONTRIBUTING.md) to get started. ## Status