From a9cbf7d69f340b8e8290708bff1ad34356d3b353 Mon Sep 17 00:00:00 2001 From: Alexander Whitestone Date: Tue, 21 Apr 2026 04:45:03 +0000 Subject: [PATCH] docs: tool investigation report from awesome-ai-tools (#926) --- docs/tool-investigation-report.md | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) create mode 100644 docs/tool-investigation-report.md diff --git a/docs/tool-investigation-report.md b/docs/tool-investigation-report.md new file mode 100644 index 000000000..d9fb02088 --- /dev/null +++ b/docs/tool-investigation-report.md @@ -0,0 +1,24 @@ +# Tool Investigation Report: Top 5 Recommendations + +**Generated:** 2026-04-20 | **Source:** formatho/awesome-ai-tools (795 tools, 10 categories) + +## Top 5 + +1. **LiteLLM** (76k) — Unified API gateway. Replace custom provider routing. Impact: 5/5, Effort: 2/5 +2. **Mem0** (53k) — Universal memory layer. Structured long-term memory. Impact: 5/5, Effort: 3/5 +3. **RAGFlow** (77k) — RAG engine with OCR. Document processing upgrade. Impact: 4/5, Effort: 4/5 +4. **LiteRT-LM** (3.7k) — On-device inference. Edge/mobile deployment. Impact: 4/5, Effort: 3/5 +5. **Claude-Mem** (61k) — Session capture and context injection. Impact: 3/5, Effort: 2/5 + +## Priority + +- Phase 1: LiteLLM (2-3 days, highest ROI) +- Phase 2: Mem0 (1 week, critical for agent maturity) +- Phase 3: RAGFlow (1-2 weeks, capability upgrade) + +## Honorable Mentions + +- GPTCache: Semantic cache, 30-50% cost reduction +- promptfoo: LLM testing framework +- PageIndex: Vectorless RAG +- rtk: Token reduction proxy, 60-90% savings