Source: https://seerepo.com/compare/jamwithai/production-agentic-rag-course/vs/vectorize-io/hindsight
Markdown source: https://seerepo.com/compare/jamwithai/production-agentic-rag-course/vs/vectorize-io/hindsight.md
Description: production-agentic-rag-course and hindsight share 8 technologies: FastAPI, psycopg2-binary, Postgres, uvicorn, alembic, SQLAlchemy, LangChain, and Pydantic. Both are written in Python.

# production-agentic-rag-course vs hindsight

production-agentic-rag-course and hindsight share 8 technologies: FastAPI, psycopg2-binary, Postgres, uvicorn, alembic, SQLAlchemy, LangChain, and Pydantic. Both are written in Python.

- [jamwithai/production-agentic-rag-course](https://seerepo.com/r/jamwithai/production-agentic-rag-course)
- [vectorize-io/hindsight](https://seerepo.com/r/vectorize-io/hindsight): Hindsight: Agent Memory That Learns

## What they share and what sets them apart

- In common: FastAPI, psycopg2-binary, Postgres, uvicorn, alembic, SQLAlchemy, LangChain, Pydantic
- Only in production-agentic-rag-course: Redis, Gradio, langchain-ollama, sentence-transformers, LangGraph, langfuse, docling
- Only in hindsight: pg0-embedded, pgvector, Google, OpenAI, Anthropic, AIOHTTP, fastmcp, Tokio, Next.js, React, Preact, @paperclipai/plugin-sdk, Rich, crossterm, indicatif, Ratatui, pyjwt, ag2, agent-framework-core, einops, Haystack, hindsight-api-slim, openai-agents, Pipecat, pydantic-ai-slim, strands-agents, toktok-rs, torchvision, hindsight-api, hindsight-client, litellm, dify-plugin, torch, hindsight-embed, CrewAI, google-adk, llama-index-core, safety-agent, agno, autogen-core, flashrank, MCP, smolagents, pillow, validator.v2, metricreader.--init--, opentelemetry-semantic-conventions, OpenTelemetry, opentelemetry-exporter-prometheus, opentelemetry-instrumentation-fastapi, Tailwind CSS, class-variance-authority, @tailwindcss/postcss, PostCSS, next-themes, tailwind-merge, sonner, Radix UI, react18-json-view, recharts, cmdk, Lucide, react-markdown, remark-gfm, ai, Zod, Cloudflare, @opencode-ai/plugin, @elizaos/core, eve, js-yaml, @clack/prompts

## Side by side

| | production-agentic-rag-course | hindsight |
|---|---|---|
| Size | 10,607 lines written, 85 code files | 775,545 lines written, 1,263 code files |
| Who writes it | 0% of its commits signed by AI | 6.8% of its commits signed by AI. With Claude Code, Cursor, Codex, and GitHub Copilot |
| Activity | Last push June 5, 2026, 33 commits, 10,111 stars | Last push November 12, 2026, 4,120 commits, 60,699 stars |
| Tests | 24 test files. 28.2% of its code files have a test that imports them | 1,381 test files. 28.2% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, production-agentic-rag-course or hindsight?

hindsight, with 775,545 lines written; production-agentic-rag-course has 10,607.

The proof: [vectorize-io/hindsight's code at commit 9a730fa](https://github.com/vectorize-io/hindsight/tree/9a730fa95a6453785341adaa436a9453ed5ebf7e)

### Which has more GitHub stars, production-agentic-rag-course or hindsight?

hindsight, with 60,699 stars; production-agentic-rag-course has 10,111.

The proof: [vectorize-io/hindsight on GitHub](https://github.com/vectorize-io/hindsight)

### Which has more tests, production-agentic-rag-course or hindsight?

hindsight, with 1,381 test files; production-agentic-rag-course has 24.

The proof: [vectorize-io/hindsight's code at commit 9a730fa](https://github.com/vectorize-io/hindsight/tree/9a730fa95a6453785341adaa436a9453ed5ebf7e)

### Which was updated more recently, production-agentic-rag-course or hindsight?

hindsight: its last push was on November 12, 2026, and production-agentic-rag-course's on June 5, 2026.

The proof: [vectorize-io/hindsight's commits on GitHub](https://github.com/vectorize-io/hindsight/commits)

### Which has more commits signed by AI, production-agentic-rag-course or hindsight?

hindsight: an AI signed 6.8% of its commits, with Claude Code, Cursor, Codex, and GitHub Copilot.

The proof: [the commits each tool signed in vectorize-io/hindsight](https://seerepo.com/r/vectorize-io/hindsight/ai)

## Sources

- jamwithai/production-agentic-rag-course: Read on November 14, 2026, at commit 424a0eb (https://github.com/jamwithai/production-agentic-rag-course/tree/424a0eb99edf841994f2a9a053912b489d2a94ff)
- vectorize-io/hindsight: Read on November 13, 2026, at commit 9a730fa (https://github.com/vectorize-io/hindsight/tree/9a730fa95a6453785341adaa436a9453ed5ebf7e)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.