volcengine/OpenViking
Some data may be outdated — see provenance labels.
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. observed · 2026-10-02
Health v2 · maintenance only
77/100
- Activity 97
- Release rhythm 85
- Longevity 20
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 1
- age_days: 288
- days_rel: 21
- days_push: 19
- n_releases_24m: 88
Adoption not part of the score
39101 stars · 3067 forks observed · 2026-10-02
What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-28, confidence 0.97
OpenViking is an open-source context database designed for AI agents. It provides a virtual filesystem interface for storing, retrieving, and searching agent knowledge and memory.
Use cases
- Store and retrieve agent memory across multiple sessions.
- Enable AI agents to browse and edit knowledge as a virtual file system.
- Perform semantic search over stored context for retrieval‑augmented generation.
- Persist user profiles and conversation history for chatbots.
- Reuse experience and learned information across different agent deployments.
When to choose
- When building AI agents that need a persistent, searchable context store.
- If you want a file‑like API to interact with agent memory and knowledge.
- When you need self‑evolving context that can be updated and summarized on demand.
When to avoid
- If you only need a simple key‑value store without semantic search.
- When your stack is not Python‑centric or you require a non‑Python client.
- If you need ultra‑high‑throughput vector search that specialized services provide.
Facets
library · maturity active
vector-database search-engine database rag plugin-system api-framework artificial-intelligence large-language-models python cross-platform serverless context-database agent-memory self-evolving agent-plugins virtual-filesystem retrieval-augmented-generation ai-agents docker
3 sources
- readme: https://github.com/volcengine/OpenViking · fetched 2026-10-02 · 6bbd49b43da3
- homepage: https://openviking.ai/ · fetched 2026-09-14 · 111129be4d9f
- registry_pypi: https://pypi.org/pypi/openviking/json · fetched 2026-09-14 · bf17810e2677
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| volcengine/OpenViking | main | 77 |
For agents
markdown · JSON · MCP: product_card(name="volcengine/OpenViking")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem