LlamaIndex vs Hasura

LlamaIndex

Hasura

LlamaIndex · 16 features

• Agents — Agent patterns: ReAct, function-calling, multi-agent workflows.
• Document Readers — 200+ readers for PDF, web, Google Drive, SharePoint, Notion, S3, Slack.
• Evaluations — Built-in eval framework: faithfulness, context precision/recall.
• LlamaCloud — Managed indexing + retrieval platform. File connectors, auto-chunking, retrieval…
• LlamaExtract — Schema-based structured extraction from unstructured docs.
• LlamaHub — Community marketplace of readers, tools, prompts.
• LlamaParse — Best-in-class PDF + complex document parser. Tables, math, layout preserved.
• Multimodal — Image + text models, image retrieval.
• Node Parsers — Document chunkers: token, sentence, semantic, hierarchical.
• Observability (OpenLLMetry) — OTel-based tracing baked in.
• Property Graph — Graph-based RAG (knowledge graphs from unstructured data).
• Query Engines — Retrieval + response synthesis combos — router, sub-question, tree, etc.
• RAG — End-to-end RAG patterns: ingest → index → retrieve → synthesize.
• Tools — 50+ pre-built tool integrations.
• Vector Store Integrations — 50+ vector DB integrations.
• Workflows — Event-driven agent workflows (AgentWorkflow).

Hasura · 14 features

• Actions — Custom resolvers via HTTP.
• Data Connector Hub — Build connectors to any source.
• Event Triggers — DB changes → webhook.
• GraphQL API — Auto GraphQL over relational + NoSQL.
• Hasura DDN (v3) — Multi-source supergraph with OpenDD.
• JWT Auth — Pluggable JWT verification.
• Metadata Migrations — Git-versioned Hasura config.
• Permissions — Row + column + session-based.
• Query Caching — Edge caching with cache-control directive.
• Remote Schemas — Merge external GraphQL into supergraph.
• REST Endpoints — Turn any GraphQL op into REST.
• Scheduled Triggers — Cron + one-off webhook triggers.
• Subscriptions — Live queries via WS.
• Webhook Auth — Custom auth via webhook.