Update CHANGELOG.

CHANGELOG.md

@@ -8,18 +8,20 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Added
 
-- Support for defining subflows.
-- Support for using formatters to change how variables are included in a prompt template.
-- Output parsers for prompt templates.
-- The `verbose_v1` formatter and output parser to be used for smaller models that don't understand Colang very well in a few-shot manner.
-- Support for including context variables in prompt templates.
-- Support for chat models i.e. prompting with a sequence of messages.
-- Experimental support for allowing the LLM to generate multi-step flows.
+- Support for defining [subflows](docs/user_guide/colang-language-syntax-guide.md#subflows).
+- Improved support for [customizing LLM prompts](docs/user_guide/advanced/prompt-customization.md)
+ - Support for using filters to change how variables are included in a prompt template.
+ - Output parsers for prompt templates.
+ - The `verbose_v1` formatter and output parser to be used for smaller models that don't understand Colang very well in a few-shot manner.
+ - Support for including context variables in prompt templates.
+ - Support for chat models i.e. prompting with a sequence of messages.
+- Experimental support for allowing the LLM to generate [multi-step flows](docs/user_guide/configuration-guide.md#multi-step-generation).
 - Example of using Llama Index from a guardrails configuration (#40).
-- Example for using HuggingFace Endpoint LLMs with a guardrails configuration.
+- [Example](examples/llm/hf_endpoint) for using HuggingFace Endpoint LLMs with a guardrails configuration.
+- [Example](examples/llm/hf_pipeline_dolly) for using HuggingFace Pipeline LLMs with a guardrails configuration.
 - Support to alter LLM parameters passed as `model_kwargs` in LangChain.
 - CLI tool for running evaluations on the different steps (e.g., canonical form generation, next steps, bot message) and on existing rails implementation (e.g., moderation, jailbreak, fact-checking, and hallucination).
-- Initial evaluation results for `text-davinci-003` and `gpt-3.5-turbo`.
+- [Initial evaluation](nemoguardrails/eval/README.md) results for `text-davinci-003` and `gpt-3.5-turbo`.
 - The `lowest_temperature` can be set through the guardrails config (to be used for deterministic tasks).
 
 ### Changed