{"schema_version":"onlylabs.public_signal.v1","title":"Public AI Fork: forpublicai/litellm-v2","description":"Public AI fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/e969fd1e-4fbd-4db7-aa1e-0615336d29f4","json_url":"https://onlylabs.fyi/signals/e969fd1e-4fbd-4db7-aa1e-0615336d29f4/signal.json","generated_at":"2026-10-12T19:44:21.350Z","evidence_latest_fetched_at":"2026-10-09T07:03:27.649391+00:00","signal_first_seen_at":"2026-10-09T07:00:51.396109+00:00","org":{"slug":"public-ai","name":"Public AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/public-ai","dossier_json_url":"https://onlylabs.fyi/labs/public-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e969fd1e-4fbd-4db7-aa1e-0615336d29f4","signal_json":"https://onlylabs.fyi/signals/e969fd1e-4fbd-4db7-aa1e-0615336d29f4/signal.json","source":"https://github.com/forpublicai/litellm-v2","lab_dossier":"https://onlylabs.fyi/labs/public-ai","lab_dossier_json":"https://onlylabs.fyi/labs/public-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/public-ai","analysis_json":"https://onlylabs.fyi/analysis/public-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/public-ai/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Public AI forked forpublicai/litellm-v2 (forked from BerriAI/litellm). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo forpublicai/litellm-v2 · parent BerriAI/litellm. onlylabs links this event to 1 captured evidence page and 4 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/forpublicai/litellm-v2","source_host":"github.com","occurred_at":"2026-10-08T07:22:02+00:00","first_seen_at":"2026-10-09T07:00:51.396109+00:00","date_source":"source","context":"forked from BerriAI/litellm"},"context_markers":[{"label":"Lab","value":"Public AI","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"forpublicai/litellm-v2","source":"source"},{"label":"Parent","value":"BerriAI/litellm","source":"source"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/forpublicai/litellm-v2"],"related_signals":4,"has_source_url":true,"latest_page_fetched_at":"2026-10-09T07:03:27.649391+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e969fd1e-4fbd-4db7-aa1e-0615336d29f4/signal.json","dossier_json":"https://onlylabs.fyi/labs/public-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/public-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/public-ai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 4 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e969fd1e-4fbd-4db7-aa1e-0615336d29f4/signal.json","required":true},{"label":"source","url":"https://github.com/forpublicai/litellm-v2","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/public-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/public-ai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Public AI's fork signal \"forpublicai/litellm-v2\" for neocloud strategy."},"semantic_triples":[{"subject":"Public AI","predicate":"forked","object":"forpublicai/litellm-v2","text":"Public AI forked forpublicai/litellm-v2."},{"subject":"forpublicai/litellm-v2","predicate":"is classified as","object":"fork signal","text":"forpublicai/litellm-v2 is classified as fork signal."},{"subject":"forpublicai/litellm-v2","predicate":"belongs to","object":"forks desk","text":"forpublicai/litellm-v2 belongs to forks desk."},{"subject":"forpublicai/litellm-v2","predicate":"has context","object":"forked from BerriAI/litellm","text":"forpublicai/litellm-v2 has context forked from BerriAI/litellm."},{"subject":"forpublicai/litellm-v2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"forpublicai/litellm-v2 has evidence coverage 1 captured evidence page."},{"subject":"forpublicai/litellm-v2","predicate":"has captured page count","object":"1","text":"forpublicai/litellm-v2 has captured page count 1."},{"subject":"forpublicai/litellm-v2","predicate":"has readable page count","object":"1","text":"forpublicai/litellm-v2 has readable page count 1."},{"subject":"forpublicai/litellm-v2","predicate":"has related signal count","object":"4","text":"forpublicai/litellm-v2 has related signal count 4."},{"subject":"forpublicai/litellm-v2","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"forpublicai/litellm-v2 has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"forpublicai/litellm-v2","predicate":"has source host","object":"github.com","text":"forpublicai/litellm-v2 has source host github.com."},{"subject":"forpublicai/litellm-v2","predicate":"has lab","object":"Public AI","text":"forpublicai/litellm-v2 has lab Public AI."},{"subject":"forpublicai/litellm-v2","predicate":"has signal desk","object":"forks","text":"forpublicai/litellm-v2 has signal desk forks."},{"subject":"forpublicai/litellm-v2","predicate":"has source host","object":"github.com","text":"forpublicai/litellm-v2 has source host github.com."},{"subject":"forpublicai/litellm-v2","predicate":"has repository","object":"forpublicai/litellm-v2","text":"forpublicai/litellm-v2 has repository forpublicai/litellm-v2."},{"subject":"forpublicai/litellm-v2","predicate":"has parent","object":"BerriAI/litellm","text":"forpublicai/litellm-v2 has parent BerriAI/litellm."},{"subject":"forpublicai/litellm-v2","predicate":"has watch term","object":"Eval methodology","text":"forpublicai/litellm-v2 has watch term Eval methodology."},{"subject":"forpublicai/litellm-v2","predicate":"has watch term","object":"Agents and tool use","text":"forpublicai/litellm-v2 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"forks","answer":"Public AI forked forpublicai/litellm-v2 (forked from BerriAI/litellm). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo forpublicai/litellm-v2 · parent BerriAI/litellm. onlylabs links this event to 1 captured evidence page and 4 related fork signals.","semantic_triples":[{"subject":"Public AI","predicate":"forked","object":"forpublicai/litellm-v2","text":"Public AI forked forpublicai/litellm-v2."},{"subject":"forpublicai/litellm-v2","predicate":"is classified as","object":"fork signal","text":"forpublicai/litellm-v2 is classified as fork signal."},{"subject":"forpublicai/litellm-v2","predicate":"belongs to","object":"forks desk","text":"forpublicai/litellm-v2 belongs to forks desk."},{"subject":"forpublicai/litellm-v2","predicate":"has context","object":"forked from BerriAI/litellm","text":"forpublicai/litellm-v2 has context forked from BerriAI/litellm."},{"subject":"forpublicai/litellm-v2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"forpublicai/litellm-v2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e969fd1e-4fbd-4db7-aa1e-0615336d29f4","url":"https://onlylabs.fyi/signals/e969fd1e-4fbd-4db7-aa1e-0615336d29f4","json_url":"https://onlylabs.fyi/signals/e969fd1e-4fbd-4db7-aa1e-0615336d29f4/signal.json","source_url":"https://github.com/forpublicai/litellm-v2","title":"forpublicai/litellm-v2","summary":"Public AI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from BerriAI/litellm","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"public-ai","name":"Public AI","category":"neocloud"},"occurred_at":"2026-10-08T07:22:02+00:00","first_seen_at":"2026-10-09T07:00:51.396109+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/forpublicai/litellm-v2"]},"facets":{"repo":"forpublicai/litellm-v2","parent":"BerriAI/litellm"},"traction":{"github_stars":0,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/forpublicai/litellm-v2","final_url":"https://github.com/forpublicai/litellm-v2","title":"forpublicai/litellm-v2 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-09T07:03:27.649391+00:00","bytes":57709,"raw_path":"0c3d3568fb141ff72bd6a8414410d6574f5031de8f2edb7c1c7bb42dacd712ab.json","content_hash":"6e8319e4a1521d598016334885eab49e46a9b2f1fb7b058263346f73d3edd061","excerpt_chars":1200,"truncated":true,"excerpt":"forpublicai/litellm-v2 Description: The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM] Language: Python License: NOASSERTION Stars: 0 Forks: 0 Open issues: 0 Created: 2026-10-08T07:22:02Z Pushed: 2026-10-08T14:57:00Z Default branch: main Fork: yes Parent repository: BerriAI/litellm Archived: no README: 🚅 LiteLLM LiteLLM AI Gateway Open Source AI Gateway for 100+ LLMs. Self-hosted. Enterprise-ready. Call any LLM in OpenAI format. LiteLLM Proxy Server (AI Gateway) | Hosted Proxy | Enterprise Tier | Website --- What is LiteLLM LiteLLM is an open source AI Gateway that gives you a single, unified interface to call 100+ LLM providers — OpenAI, Anthropic, Gemini, Bedrock, Azure, and more — using the OpenAI format. Use it as a **Python SDK** for direct library integration, or deploy the **AI Gateway (Proxy Server)** as a centralized service for your team or organization. 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