Context7

@Context7AI

Up-to-date documentation for LLMs and AI code editors. A project by @upstash team

San Francisco

Context7
@Context7AI
9h
We benchmarked Docs7 vs Mintlify on Upstash docs. Docs7 won 33 of 34 Pagespeed comparisons. Page load on mobile: 3.3s vs 9.7s Static HTML at build time, served from Cloudflare. Raw data in the post. upstash.com/blog/docs7-vs-…
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Context7
@Context7AI
Sep 18
We tested Jev against the models we use inside Context7's parsing pipeline (Gemini Flash, DeepSeek). 5 classification tasks. Results: - 3 ties: query relevance, duplicate detection, website suitability - 1 win: page classification — 85% vs 56% - 1 loss: crawl-root selection —
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Context7
@Context7AI
Sep 17
Context7 now indexes DeepWiki pages too. Before: "the lifecycle of a user message in Chainlit" → nothing useful, because no docs page says it. After: real answer, pulled from the repo's DeepWiki. Your agent can now ask how things work.
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Context7
@Context7AI
Sep 16
Every Context7 doc is scanned before your agent sees it Your AI agent reads docs. Docs can carry prompt injections. Context7 scans every doc before indexing. A custom classifier flags injection attempts and malware patterns. context7.com/docs/security/…
Context7
@Context7AI
Sep 15
Someone asked Context7 about EVAL on Upstash Redis REST API. Our docs didn't cover it. Docs7 agents noticed the gap, wrote the docs, opened a PR. We reviewed and merged it. Docs that fix themselves when users hit a gap. That's the goal.
docs: fix Context7 suggestions by context7[bot] · Pull Request #821 · upstash/docs
From github.com
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