sec-search-rl
RL a search agent on SEC filings with Tinker (Dr. GRPO, gpt-oss-20b)
Details
- External ID
- 1373999465
- Source
- GITHUB
- Company
- —
- Product
- sec-search-rl
- Website domain
- github.com
- Launched
- Sept. 17, 2026
- Cohort
- —
- Upvotes
- 17
- Upvotes percentile
- 0.5446451447604407
- Tags
- —
- Fetched at
- Sept. 21, 2026, 5:02 p.m.
- Updated at
- Sept. 21, 2026, 5:02 p.m.
Enrichment
- Theme
- ai cybersecurity and penetration testing
- Vertical
- Fintech
- Function
- Agent / copilot
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- reinforcement learning search agent for sec filings
- Manually corrected
- False
Could you build this?
No Training a reasoning search agent on SEC filings using Reinforcement Learning (GRPO / Group Relative Policy Optimization on 20B models) requires serious ML research infrastructure and compute cluster expertise.
What it would actually take: The stack necessitates PyTorch, DeepSpeed/Megatron-LM or Ray, Hugging Face TRL or vLLM-RL frameworks running across multi-node GPU clusters (A100/H100s). The hard part involves designing dense reward models, policy gradient optimization stability (GRPO), tool-use grounding over thousands of financial documents, and managing massive GPU memory and distributed communication overhead. This requires specialized post-training RL researchers and ML platform engineers.
Competitors
Other products that read as similar to this one — 7 launches clear the similarity bar.
Attention rank: #5 of 8 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 233 days after the earliest competitor.
- agentic-rl-forge · github · 2026-09-23 · 15 upvotes · similarity 0.40
- ER-TW-GRPO · github · 2026-09-19 · 20 upvotes · similarity 0.37
- GPT-Policy-Eval · github · 2026-09-10 · 69 upvotes · similarity 0.33
- Simple-Agent · github · 2026-09-12 · 13 upvotes · similarity 0.31
- Gilfoyle. An SRE Agent that finds truth while you're still guessing · hn · 2026-01-27 · 17 upvotes · similarity 0.31
- job-search-agent-template · github · 2026-09-18 · 36 upvotes · similarity 0.30
- Ambits · hn · 2026-09-21 · 5 upvotes · similarity 0.30
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.