Vector Search & Document Processing
Smarter Search, Faster Knowledge Discovery
Traditional keyword search is obsolete. Today’s businesses deal with unstructured documents, emails, contracts, and knowledge bases, none of which are easily searchable with legacy tools. Our Vector Search & Document Processing solutions turn this information into a strategic asset by enabling context-aware, semantic search across formats and sources.
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What We Do
We implement semantic search engines powered by vector embeddings and AI models that understand meaning rather than just matching terms. Combined with OCR, NLP, and document classification workflows, our systems process and index vast volumes of content, allowing teams to search by concepts, questions, or intent. The result? More productive teams and faster access to insights.
Key Benefits
Semantic Search
Retrieve the right information, even when the wording varies.
Relevance improves by up to 83% when switching from keyword to semantic search capabilities.
Multi-Format Parsing
From scanned PDFs to emails and spreadsheets, we structure unstructured data.
Structure and extract meaning from unstructured formats like scanned PDFs, emails, and XLS files.
Instant Knowledge Access
Slash research time for legal, compliance, or operations teams.
Legal, compliance, and ops teams report 73% faster retrieval of critical information.
Cloud-Native & Scalable
Built on vector DBs like Pinecone, FAISS, or Weaviate.
Scale to millions of documents across global regions with vector DBs like Pinecone or FAISS.
Tools
Tools that take your project to the next level
Vertex AI Search Vertex AI Search
Document AI Document AI
What Sets Bit Solution Group Apart
We don’t just plug in APIs; we build robust pipelines tailored to your content, your users, and your business objectives. We ensure low-latency results, domain-specific embeddings, and intuitive interfaces designed for real adoption and measurable returns.
Real-World Use Cases
Support Knowledge Base
Searchable knowledge base for a support team, integrating manuals, chat logs, and user guides.
Contractual Clause Mining
Legal clause search engine built on historical contracts, used for negotiation prep.
Regulatory Review Tool
Regulatory compliance tool scanning thousands of documents to highlight flagged content.
AI-Powered Visual Search Platform for Retail
We helped a furniture retail brand implement a YOLO+Vector Search solution that identifies products in lifestyle photos and recommends similar items from the catalog. The system runs on BigQuery and supports dynamic scaling, traceability, and fast visual product matching.