Ross ROSS = Recommend OSS · open-source software intelligence for agents

pashpashpash/vault-ai

OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend. observed · 2026-08-28

github.com/pashpashpash/vault-ai · homepage · JavaScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

43/100

  • Activity 30
  • Release rhythm 35
  • Longevity 88

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1233
  • days_rel: n/a
  • days_push: 421
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3388 stars · 296 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

OP Vault is a self-hosted application combining a Go backend with a React frontend that lets users upload documents (PDF, txt, epub) into a custom knowledge base and ask ChatGPT questions about them using OpenAI plus the Pinecone vector database. It returns answers with citations pointing to the source file and section.

Use cases

  • chat with my own pdf documents using chatgpt
  • build a question-answering app over a personal knowledge base
  • give chatgpt long-term memory over my books and notes
  • upload epub and txt files and ask questions about their contents
  • get cited answers from a document library with source snippets
  • self-host a rag chatbot with openai and pinecone

When to choose

  • you want a self-hosted document Q&A app with a ready-made React UI
  • you want answers that cite the exact file and section they came from
  • you want to load a large library of books and query it with OpenAI models

When to avoid

  • you need a plug-and-play library to embed RAG into an existing app rather than a standalone app
  • you don't want to manage OpenAI and Pinecone API keys and costs
  • you need fully local/offline inference without external APIs

Facets

application · maturity active

rag vector-database llm-inference chatbot pdf web-framework search-engine large-language-models artificial-intelligence chatbots pdf web-development go self-hosted cross-platform openai pinecone qdrant knowledge-base document-qa chatgpt vector-search react-frontend golang-server retrieval-augmented-generation nodejs web-server

2 sources

Member repositories

RepositoryRoleHealth v2
pashpashpash/vault-aimain43

For agents

markdown · JSON · MCP: product_card(name="pashpashpash/vault-ai")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem