Select the channels
Choose the ready indexed Telegram sources whose newest posts should be considered; do not leave the corpus implicit.
Workflow · Latest posts
Find the latest Telegram messages from selected channels
Retrieve the newest logical posts from selected indexed Telegram channels in deterministic order with timestamps, source labels, and direct links.
Direct answer. The Ocean Chat can return the newest N logical posts from selected indexed Telegram sources in newest-to-oldest order. Results include source, stored publication time, text or caption, and a direct post link, with albums deduplicated. This differs from semantic relevance search: latest means latest inside the selected indexed corpus, not every public or private Telegram message.
Research fit
Who this workflow is for
Researchers who need a quick, source-bounded current reading list and want deterministic chronology rather than an algorithmically relevant or personalized Telegram feed.
Set the result size
Request a practical number such as the latest 10, 25, or 50 logical posts and optionally add a lower date bound.
Use chronological mode
Ask explicitly for latest posts so the database orders by stored publication time instead of vector relevance.
Check source coverage
Confirm which selected sources contributed results and note channels with no indexed posts inside the requested boundary.
Open the evidence
Follow permalinks to read full context, media, replies, edits visible in Telegram, and any details not represented in stored text.
Practical module
Latest-message reading list
The list keeps chronology, source scope, and evidence explicit so it can be refreshed or audited later.
RankDeterministic newest-to-oldest position based on stored Telegram publication timestamp.
Publication timeThe exact stored time and timezone used for ordering rather than ingestion or retrieval time.
SourceSelected channel name and stable source identity for every returned logical post.
MessageStored text or caption with one representative item for a Telegram media album.
Evidence linkOriginal Telegram permalink and message identifier for context review.
CoverageSelected sources, applied lower bound, returned count, and sources with no eligible messages.
Analysis contract
What the calculation actually does
Postgres deduplicates logical Telegram posts inside selected ready sources, applies any lower publication-time boundary, orders by external_created_at descending, and returns the requested limit.
Scope
The selected indexed Telegram sources available to the current workspace. An optional date boundary and explicit N further constrain the result.
Measured fields
- Chronological rank
- Publication timestamp
- Source identity
- Message text or caption
- Post permalink
- Source coverage
Coverage rules
- Albums contribute one representative logical post
- Ordering uses publication time rather than ingestion time
- The result never expands beyond selected sources
- Zero-result selected sources can be reported
- Deleted, private, and unindexed posts remain unavailable
Questions to ask
- Show the latest 20 posts from my selected Telegram channels.
- What are the newest messages since 09:00 Moscow time?
- Give me the latest five logical posts per selected channel with links.
Latest-message retrieval recipe
A deterministic specification for producing a current reading list from selected indexed Telegram sources.
Return the latest [N] logical posts from [selected channels], optionally after [date and time]. Sort strictly newest to oldest by stored publication time. Include source, timestamp and timezone, text or caption, message identifier, permalink, and selected-source coverage. Do not reorder by semantic relevance.
latest n
Select eligible logical posts, order by stored external_created_at descending, and return LIMIT N with one representative row per album.
Inputs to set
- Selected sources
- Ready indexed Telegram channels included in the corpus.
- Result limit
- The maximum number of logical posts to return overall or per source.
- Lower time bound
- Optional publication date and timezone after which posts qualify.
- Output detail
- Excerpt length and whether to group or interleave sources.
Expected output
- Newest-to-oldest logical posts
- Exact publication timestamps
- Source labels and message identifiers
- Direct Telegram permalinks
- Selected-source coverage note
Coverage rules
- Do not substitute relevance rank for chronology
- Use publication rather than ingestion time
- Deduplicate albums
- State the selected corpus
- Do not claim completeness beyond indexed sources
Read the complete resource
# Latest-message retrieval recipe A deterministic specification for producing a current reading list from selected indexed Telegram sources. ## Calculation - Mode: latest_n - Formula: Select eligible logical posts, order by stored external_created_at descending, and return LIMIT N with one representative row per album. ## Query Return the latest [N] logical posts from [selected channels], optionally after [date and time]. Sort strictly newest to oldest by stored publication time. Include source, timestamp and timezone, text or caption, message identifier, permalink, and selected-source coverage. Do not reorder by semantic relevance. ## Inputs - **Selected sources:** Ready indexed Telegram channels included in the corpus. - **Result limit:** The maximum number of logical posts to return overall or per source. - **Lower time bound:** Optional publication date and timezone after which posts qualify. - **Output detail:** Excerpt length and whether to group or interleave sources. ## Expected output - Newest-to-oldest logical posts - Exact publication timestamps - Source labels and message identifiers - Direct Telegram permalinks - Selected-source coverage note ## Coverage checks - [ ] Do not substitute relevance rank for chronology - [ ] Use publication rather than ingestion time - [ ] Deduplicate albums - [ ] State the selected corpus - [ ] Do not claim completeness beyond indexed sources
Boundaries
What this does not establish
- Results are limited to selected indexed sources
- A deleted, private, or unindexed message cannot be returned
- Publication order does not indicate relevance or importance
- Stored text may not reproduce every media or reply detail
- Newest in the corpus does not mean newest across all Telegram
Founding research pilot
Apply with a latest-message search
Bring one recurring research job and a small set of public sources. We will assess fit personally before offering a pilot.
Apply for a 14-day research pilot
30 founding researcher places · rolling admission · personal reply within 2 business days
Analytics cluster
More ways to investigate this result
Continue researching
Related guides
Publication notes. This page was reviewed before publication and is scheduled for review by 2026-12-19. Facts used: product-chat-summary-comparison · product-selected-sources · product-citations · product-limitations