PixelRAG vs hindsight
PixelRAG and hindsight share 21 technologies: FastAPI, OpenAI, fastmcp, AIOHTTP, React, Next.js, Anthropic, litellm, MCP, torchvision, torch, pillow, @opencode-ai/plugin, Tailwind CSS, class-variance-authority, next-themes, tailwind-merge, Lucide, react-markdown, remark-gfm, and Zod. Both are written in Python.
LinkedInWhat they share and what sets them apart
StarTrail-org
PixelRAG
https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/
Python10.9kRead on November 13, 2026, at commit 16f35e5What is PixelRAG built with?Only in PixelRAG
- Hugging Face
accelerate
- datasets
- nvidia-cudnn-cu12
- tiktoken
- transformers
peft
- faiss-cpu
safetensors
- qwen-vl-utils
- vLLM
- beautifulsoup4
lxml
- botocore
- Base UI
- Framer
In common
vectorize-io
hindsight
Hindsight: Agent Memory That Learns
Python60.7kRead on November 13, 2026, at commit 9a730faWhat is hindsight built with?Only in hindsight
- pg0-embedded
- pgvector
psycopg2-binary
- Postgres
uvicorn
- Tokio
- Preact
@paperclipai/plugin-sdk
- Rich
- crossterm
- indicatif
- Ratatui
- SQLAlchemy
- alembic
- pyjwt
ag2
- agent-framework-core
- einops
- Haystack
- hindsight-api-slim
openai-agents
- Pipecat
- pydantic-ai-slim
strands-agents
- toktok-rs
- hindsight-api
- hindsight-client
- dify-plugin
- hindsight-embed
- CrewAI
google-adk
- LangChain
llama-index-core
safety-agent
agno
- autogen-core
flashrank
- smolagents
- validator.v2
- Pydantic
- metricreader.--init--
opentelemetry-semantic-conventions
- OpenTelemetry
opentelemetry-instrumentation-fastapi
- @tailwindcss/postcss
- PostCSS
sonner
- Radix UI
react18-json-view
recharts
- cmdk
ai
- Cloudflare
- @elizaos/core
eve
- js-yaml
@clack/prompts
Side by side
PixelRAGhindsight
SizeLines written by people and agents, without generated ones; code files, without tests.
PixelRAG59,214 lines written141 code files
hindsight775,545 lines written1,263 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
PixelRAG24.1% of its commits signed by AIWith Claude Code
hindsight6.8% of its commits signed by AIWith Claude Code, Cursor, Codex, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
PixelRAGLast push November 11, 2026133 commits10,914 stars
hindsightLast push November 12, 20264,120 commits60,699 stars
TestsThe files that test the code, and the share of code files a test imports.
PixelRAG45 test files16.3% of its code files have a test that imports them
hindsight1,381 test files28.2% of its code files have a test that imports them
Frequently asked questions
Which is bigger, PixelRAG or hindsight?
hindsight, with 775,545 lines written; PixelRAG has 59,214.
Which has more GitHub stars, PixelRAG or hindsight?
hindsight, with 60,699 stars; PixelRAG has 10,914.
The proof: vectorize-io/hindsight on GitHub
Which has more tests, PixelRAG or hindsight?
hindsight, with 1,381 test files; PixelRAG has 45.
Which was updated more recently, PixelRAG or hindsight?
hindsight: its last push was on November 12, 2026, and PixelRAG's on November 11, 2026.
The proof: vectorize-io/hindsight's commits on GitHub
Which has more commits signed by AI, PixelRAG or hindsight?
PixelRAG: an AI signed 24.1% of its commits, with Claude Code; in hindsight, 6.8%.
The proof: the commits each tool signed in StarTrail-org/PixelRAG
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