{"schema_version":"onlylabs.public_signal.v1","title":"DeepInfra Repo: deepinfra/kv-local-indexer","description":"DeepInfra repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ea0dae28-e765-4b55-aa3a-247a37fc2c1f","json_url":"https://onlylabs.fyi/signals/ea0dae28-e765-4b55-aa3a-247a37fc2c1f/signal.json","generated_at":"2026-07-26T22:22:37.523Z","evidence_latest_fetched_at":"2026-06-30T07:01:14.356495+00:00","signal_first_seen_at":"2026-06-30T07:00:54.388049+00:00","org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/deepinfra","dossier_json_url":"https://onlylabs.fyi/labs/deepinfra/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ea0dae28-e765-4b55-aa3a-247a37fc2c1f","signal_json":"https://onlylabs.fyi/signals/ea0dae28-e765-4b55-aa3a-247a37fc2c1f/signal.json","source":"https://github.com/deepinfra/kv-local-indexer","lab_dossier":"https://onlylabs.fyi/labs/deepinfra","lab_dossier_json":"https://onlylabs.fyi/labs/deepinfra/dossier.json","analysis":"https://onlylabs.fyi/analysis/deepinfra","analysis_json":"https://onlylabs.fyi/analysis/deepinfra/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepinfra/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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"DeepInfra published deepinfra/kv-local-indexer (Rust). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/ea0dae28-e765-4b55-aa3a-247a37fc2c1f/signal.json","required":true},{"label":"source","url":"https://github.com/deepinfra/kv-local-indexer","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/deepinfra/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/deepinfra/evidence.json","required":true},{"label":"topic_signals_json","url":null,"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 DeepInfra's repo signal \"deepinfra/kv-local-indexer\" for neocloud strategy."},"semantic_triples":[{"subject":"DeepInfra","predicate":"published repo","object":"deepinfra/kv-local-indexer","text":"DeepInfra published repo deepinfra/kv-local-indexer."},{"subject":"deepinfra/kv-local-indexer","predicate":"is classified as","object":"repo signal","text":"deepinfra/kv-local-indexer is classified as repo signal."},{"subject":"deepinfra/kv-local-indexer","predicate":"belongs to","object":"repos desk","text":"deepinfra/kv-local-indexer belongs to repos desk."},{"subject":"deepinfra/kv-local-indexer","predicate":"has context","object":"Rust","text":"deepinfra/kv-local-indexer has context Rust."},{"subject":"deepinfra/kv-local-indexer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepinfra/kv-local-indexer has evidence coverage 1 captured evidence page."},{"subject":"deepinfra/kv-local-indexer","predicate":"has captured page count","object":"1","text":"deepinfra/kv-local-indexer has captured page count 1."},{"subject":"deepinfra/kv-local-indexer","predicate":"has readable page count","object":"1","text":"deepinfra/kv-local-indexer has readable page count 1."},{"subject":"deepinfra/kv-local-indexer","predicate":"has related signal count","object":"6","text":"deepinfra/kv-local-indexer has related signal count 6."},{"subject":"deepinfra/kv-local-indexer","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"deepinfra/kv-local-indexer has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"deepinfra/kv-local-indexer","predicate":"has source host","object":"github.com","text":"deepinfra/kv-local-indexer has source host github.com."},{"subject":"deepinfra/kv-local-indexer","predicate":"has lab","object":"DeepInfra","text":"deepinfra/kv-local-indexer has lab DeepInfra."},{"subject":"deepinfra/kv-local-indexer","predicate":"has signal desk","object":"repos","text":"deepinfra/kv-local-indexer has signal desk repos."},{"subject":"deepinfra/kv-local-indexer","predicate":"has source host","object":"github.com","text":"deepinfra/kv-local-indexer has source host github.com."},{"subject":"deepinfra/kv-local-indexer","predicate":"has repository","object":"deepinfra/kv-local-indexer","text":"deepinfra/kv-local-indexer has repository deepinfra/kv-local-indexer."},{"subject":"deepinfra/kv-local-indexer","predicate":"has language","object":"Rust","text":"deepinfra/kv-local-indexer has language Rust."},{"subject":"deepinfra/kv-local-indexer","predicate":"has notability","object":"Routine new repo, no traction info.","text":"deepinfra/kv-local-indexer has notability Routine new repo, no traction info.."}]},"intelligence":{"signal_desk":"repos","answer":"DeepInfra published deepinfra/kv-local-indexer (Rust). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo deepinfra/kv-local-indexer · language Rust · Routine new repo, no traction info.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"DeepInfra","predicate":"published repo","object":"deepinfra/kv-local-indexer","text":"DeepInfra published repo deepinfra/kv-local-indexer."},{"subject":"deepinfra/kv-local-indexer","predicate":"is classified as","object":"repo signal","text":"deepinfra/kv-local-indexer is classified as repo signal."},{"subject":"deepinfra/kv-local-indexer","predicate":"belongs to","object":"repos desk","text":"deepinfra/kv-local-indexer belongs to repos desk."},{"subject":"deepinfra/kv-local-indexer","predicate":"has context","object":"Rust","text":"deepinfra/kv-local-indexer has context Rust."},{"subject":"deepinfra/kv-local-indexer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepinfra/kv-local-indexer has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ea0dae28-e765-4b55-aa3a-247a37fc2c1f","url":"https://onlylabs.fyi/signals/ea0dae28-e765-4b55-aa3a-247a37fc2c1f","json_url":"https://onlylabs.fyi/signals/ea0dae28-e765-4b55-aa3a-247a37fc2c1f/signal.json","source_url":"https://github.com/deepinfra/kv-local-indexer","title":"deepinfra/kv-local-indexer","summary":"DeepInfra published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2026-06-30T00:39:34+00:00","first_seen_at":"2026-06-30T07:00:54.388049+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/deepinfra/kv-local-indexer"]},"facets":{"repo":"deepinfra/kv-local-indexer","language":"Rust"},"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/deepinfra/kv-local-indexer","final_url":"https://github.com/deepinfra/kv-local-indexer","title":"deepinfra/kv-local-indexer repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-30T07:01:14.356495+00:00","bytes":11064,"raw_path":"a7d36a8e1ec2e37c734fc8b1f991b580ad12226c7b7a43508e1f6340bf17ea10.json","content_hash":"33aee18e46e70edc3d7e14da4e689e9469105b03d7c83e55bbf0e9fbd46df830","excerpt_chars":1200,"truncated":true,"excerpt":"deepinfra/kv-local-indexer Language: Rust Stars: 0 Forks: 0 Open issues: 0 Created: 2026-06-30T00:39:34Z Pushed: 2026-06-30T01:11:44Z Default branch: master Fork: no Archived: no README: kv-local-indexer A thin PyO3 wrapper around Dynamo's `LocalKvIndexer`. It gives a TRT-LLM KV-event worker an in-process radix tree + ring buffer of recent KV events, so the standalone global indexer can recover missed events (`Events`) or pull a full snapshot (`TreeDump`) directly from the worker. Replaces the old fixed-window ZMQ replay deque. Consumed by `deepinfra/TensorRT-LLM` (`tensorrt_llm/serve/kv_zmq_publisher.py`), which `pip install`s the prebuilt wheel from this repo's GitHub Releases. That repo contains **no Rust** — all of it lives here. What it exposes `LocalIndexer(worker_id, kv_block_size, max_buffer_size=10000)` with: - `apply_stored(seq, token_ids, block_hashes, parent_hash=None, dp_rank=0, lora_name=None, is_eagle=None)` - `apply_removed(seq, block_hashes, dp_rank=0)` - `apply_cleared(seq, dp_rank=0)` - `get_events_json(start=None, end=None) -> str` (the recovery query) - `shutdown()` `seq` is used directly as the event's `event_id` (one event per ZMQ batch). Dependency on..."},"evidence_pages":[],"related_signals":[{"id":"1a920c99-2964-42b0-89eb-55edbea4ae6f","url":"https://onlylabs.fyi/signals/1a920c99-2964-42b0-89eb-55edbea4ae6f","source_url":"https://github.com/deepinfra/langchain-deepinfra","title":"deepinfra/langchain-deepinfra","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2026-07-08T21:12:01+00:00","first_seen_at":"2026-07-09T07:00:57.717195+00:00","date_source":"source"},{"id":"5df404e9-e2d4-4772-ae7b-0b2d29bc0842","url":"https://onlylabs.fyi/signals/5df404e9-e2d4-4772-ae7b-0b2d29bc0842","source_url":"https://github.com/deepinfra/cookbooks","title":"deepinfra/cookbooks","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2025-12-15T01:25:49+00:00","first_seen_at":"2026-06-05T22:32:12.181599+00:00","date_source":"source"},{"id":"a6e60628-e892-4e9e-a5c8-24ca20271c02","url":"https://onlylabs.fyi/signals/a6e60628-e892-4e9e-a5c8-24ca20271c02","source_url":"https://github.com/deepinfra/docs","title":"deepinfra/docs","context":"MDX","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2025-11-17T23:21:43+00:00","first_seen_at":"2026-06-05T22:32:12.181599+00:00","date_source":"source"},{"id":"9ebf8231-3e8b-45f3-bf84-87e5ccc84ddb","url":"https://onlylabs.fyi/signals/9ebf8231-3e8b-45f3-bf84-87e5ccc84ddb","source_url":"https://github.com/deepinfra/ocr-tools","title":"deepinfra/ocr-tools","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2025-08-02T22:31:20+00:00","first_seen_at":"2026-06-05T22:32:12.181599+00:00","date_source":"source"},{"id":"08f87401-9139-437b-917f-140af4469f60","url":"https://onlylabs.fyi/signals/08f87401-9139-437b-917f-140af4469f60","source_url":"https://github.com/deepinfra/deepinfra-chat","title":"deepinfra/deepinfra-chat","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2025-03-17T09:01:46+00:00","first_seen_at":"2026-06-05T22:32:12.181599+00:00","date_source":"source"},{"id":"4c271845-7481-4086-8f0f-9aadc83ede9b","url":"https://onlylabs.fyi/signals/4c271845-7481-4086-8f0f-9aadc83ede9b","source_url":"https://github.com/deepinfra/deepinfra-python","title":"deepinfra/deepinfra-python","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2024-03-21T16:42:17+00:00","first_seen_at":"2026-07-10T07:00:54.773939+00:00","date_source":"source"}]}