Supercharge your customer support with Chroma Cloud vector search
Swiftask connects your AI agents to data stored in Chroma Cloud. Deliver precise, contextual, and instant answers to your customers.
Result:
Turn static knowledge bases into an intelligent response engine to ease the burden on your support team.
AI Agents
chroma cloud
Connector chroma cloud · Secure OAuth 2.0
Your support agents are wasting time searching for information
Facing growing ticket volumes, traditional customer support hits a wall. Knowledge bases are often fragmented, hard to query, and agents spend valuable time hunting for answers in scattered documents.
Main negative impacts:
High response times
Manual searching slows down ticket resolution, directly impacting Customer Satisfaction (CSAT).
Inconsistent answers
Without a single source of truth, the quality of information provided to customers varies between agents.
Support team burnout
Your support teams are drained by repetitive tasks instead of focusing on complex cases.
With the Swiftask and Chroma Cloud integration, your AI agent queries your vector database in real-time to extract the most relevant answer, ensuring both precision and speed.
BEFORE / AFTER
What changes with Swiftask
Traditional manual support
A customer asks a technical question. The agent must dig through documentation PDFs, hope to find the right paragraph, and then rephrase the answer. This process is slow and prone to human error.
Augmented support with Swiftask + Chroma
The AI agent receives the question, performs an instant semantic search in Chroma Cloud, retrieves the exact context, and generates a personalized and accurate answer in milliseconds.
Deploying your intelligent support in 4 steps
1
STEP 1 : Vectorize your data
Store and index your technical documentation and FAQs in your Chroma Cloud instance.
2
STEP 2 : Configure the Swiftask agent
Create a Swiftask agent and connect it to your Chroma Cloud instance through the secure interface.
3
STEP 3 : Define response rules
Configure the agent's behavior: tone of voice, language, and relevance thresholds for vector search.
4
STEP 4 : Activate intelligent support
Integrate the agent into your ticketing or chat platform to start automating responses.
Support agent capabilities with Chroma Cloud
The agent analyzes the user's query intent and performs a vector similarity search in Chroma to find the most relevant documents.
- Target connector: The agent performs the right actions in chroma cloud based on event context.
- Automated actions: Technical passage retrieval, document summarization, multilingual answering, source citation, tone adaptation based on customer profile.
- Native governance: Precision is guaranteed by the power of Chroma Cloud, allowing for semantic search that goes beyond simple keyword matching.
Each action is contextualized and executed automatically at the right time.
Each Swiftask agent uses a dedicated identity (e.g. agent-chroma-cloud@swiftask.ai ). You keep full visibility on every action and every sent message.
Key takeaway: The agent automates repetitive decisions and leaves high-value actions to your teams.
Benefits for your customer service
Reduced handling time
Resolve simple tickets instantly through automation.
Increased technical accuracy
Your answers are based on your official documents, ensuring reliability and accuracy.
24/7 availability
Provide quality support to your customers, regardless of time or time zone.
Unlimited scalability
Handle volume spikes without increasing your support team size.
Continuous learning
Simply update your documents in Chroma to keep your agent instantly up to date.
Security and privacy
Swiftask applies enterprise-grade security standards for your chroma cloud automations.
- Isolated data: Your Chroma Cloud instance remains under your full control.
- Secure transmission: Swiftask uses encrypted connections to query your vectors.
- Privacy-first: No customer data is used to train third-party models.
- Access governance: Precisely control which agents have access to which vector collections.
To learn more about compliance, visit the Swiftask governance page for detailed security architecture information.
RESULTS
Measurable impact on your support
| Metric | Before | After |
|---|---|---|
| Average resolution time | Several hours | A few seconds |
| Customer Satisfaction (CSAT) | Average score | Significant improvement |
| Manual ticket volume | High | 60%+ reduction |
| Answer accuracy | Variable | Consistent and verified |
Take action with chroma cloud
Turn static knowledge bases into an intelligent response engine to ease the burden on your support team.