Decentralized Governance: Lessons from DHF Proposals
An analysis of how the Decentralized Hive Fund has shaped governance patterns, comparing proposal outcomes across three years...
$14.82 186 34
HiveSense
Semantic search for the Hive blockchain. Find content by meaning, not keywords.
Witness Voting and Network Consensus Dynamics
Understanding the interplay between witness elections, governance decisions, and how stakeholder voting influences protocol development...
$8.35 124 18
Community Proposals: What Makes Them Pass or Fail
A deep dive into the factors behind successful and unsuccessful DHF proposals, with practical takeaways for future authors...
$6.21 97 12
Modules
Six modules. One API surface.
semantic-search/ Search by meaning, not keywords. <100ms
similar-posts/ HNSW nearest neighbors. <100ms response
thematic-authors/ Find contributors by topic expertise.
smart-chunking/ 512 tokens, 15% overlap, sentence-aware.
realtime-sync/ HAF-based blockchain scheduler.
open-source/ Self-host or use public API.
From Blockchain to Meaning
Three-stage pipeline. Raw blocks in, semantic search out.
ingest HAF scheduler collects posts. Clean markdown, split 512-tok chunks w/ overlap.
embed Chunks passed to Ollama ML model. 768-dim semantic vectors generated.
search pgvector + HNSW index. Sub-100ms cosine similarity across millions of posts.
Three Endpoints. Infinite Discovery.
RESTful API powered by PostgREST. No auth required.
GET /posts/search
Text Search
Search posts by semantic meaning. Returns ranked results with similarity scores.
curl "https://api.hive.blog/hivesense-api/posts/search?q=astronauts+on+moon&limit=5" GET /posts/{author}/{permlink}/similar
Similar Posts
Find posts similar to a given post. Uses vector cosine similarity with HNSW index.
curl "https://api.hive.blog/hivesense-api/posts/gtg/hive-technical-vision/similar?limit=5" GET /authors/search
Expert Discovery
Find authors who write about a specific topic. Ranked by thematic specialization.
curl "https://api.hive.blog/hivesense-api/authors/search?topic=photography&limit=5"Run It
MIT license. Docker one-liner. PostgreSQL + pgvector.
Quick install:
./scripts/install_app.sh --llm='bge-m3:latest' --vector_size=1024